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PRML 8.4.4~8.4.8
6/25/2018
酒井⼀徳
⽬次 2/89
Ø 8.4.4 積和アルゴリズム
Ø 8.4.5 max-sum
Ø 8.4.6 ⼀般のグラフにおける厳密推論
Ø 8.4.7 ループあり確率伝播
Ø 8.4.8 グラフ構造の学習
積和アルゴリズム
モチベーション 4/89
Ø 周辺分布を求めるための効率的な厳密推論アルゴリズムを
得る.
Ø 複数の周辺分布を計算する際に,計算の重複をなくす.
積和アルゴリズム導出のための仮定 5/89
Ø 変数は全て離散
Ø グラフは因⼦グラフへ変換する
Ø 元々のグラフは有向⽊,無向⽊,多重⽊
Ø 全てのノードは観測されていない
周辺分布と同時分布 6/89
周辺分布:
<latexit sha1_base64="ZyyZQymL8qCtGWuOveZoykFPsb8=">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</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
同時分布:
<latexit sha1_base64="FprBcrc2o9F97gtwYn9AO+8DBcM=">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</latexit>
<latexit sha1_base64="K43Xx0q9MVb8Oyv8ymiuD4+zjmk=">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</latexit>
部分⽊に属する全ての
変数集合
周辺分布と同時分布 7/89
周辺分布:
<latexit sha1_base64="ZyyZQymL8qCtGWuOveZoykFPsb8=">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</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
同時分布:
<latexit sha1_base64="FprBcrc2o9F97gtwYn9AO+8DBcM=">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</latexit>
<latexit sha1_base64="OUOrNoQTgpW4PzgJP5wOXV3G+fU=">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</latexit>
周辺分布と同時分布 8/89
周辺分布:
<latexit sha1_base64="ZyyZQymL8qCtGWuOveZoykFPsb8=">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</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">AAACpnichVE9SxxRFD1OEuNHopukEWwkywar5Y4ICSGFkCZVcNV1BRUzM77VYeeLmbebmCF/IGkVCyuFFMGfYeMfSOFPCCkN2Fh45u2AqAHvMO/dd+4999NNAj/TImcD1oOHjwYfDw2PjD55OjZeefZ8OYu7qaeaXhzE6YrrZCrwI9XUvg7USpIqJ3QD1XI77wt7q6fSzI+jJb2TqPXQ2Yr8tu85mlDjy0alKnUxMnVXsUulilLm48op1rCJGB66CKEQQVMP4CDjtwobgoTYOnJiKTXf2BW+YQQ1srv0U/RxiHd4bvG1WqIR30XUzPA95gn4p+ROoSa/5Zecy6kcyx+5ZLT/x8pNjKKaHd5un6uSjfHvE4sX97JC3hrb16x7qtZo442p1mf1iUGKPrx+hN7X/fPFtwu1/JUcyV92cChncsIeot4/72dDLRyYilLDUfhseg5NFRHnnNOWMcMmbW1iXc5DM3LOTNvoFTPlCu3bC7urLM/Ubanbjdnq3LtymUOYxEtMc2OvMYcPmEeT2RV+YBd71rT10Wparb6rNVByXuCGWJ+uAFb/l2Y=</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
同時分布:
<latexit sha1_base64="FprBcrc2o9F97gtwYn9AO+8DBcM=">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</latexit>
<latexit sha1_base64="Y9vbyvldHfd7WrQCCA+fNNz8rTE=">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</latexit>
積:
式(8.59)を
グループ分けした形
周辺分布の和と積の⼊れ替え 9/89
<latexit sha1_base64="v0mLA9oNGtxPd9VEb/saPS2OlYw=">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</latexit>
周辺分布の式に同時分布の式を代⼊,
和と積を⼊れ替え,
<latexit sha1_base64="qj2U+E/vZEeB53VbTGLI8kXdnIk=">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</latexit>
① グループ内で状態に
ついて総和
② 因⼦の積
① グループ内の因⼦の積
② 状態について総和
因⼦ノード から変数ノード へのメッセージと解釈できる.
因⼦ノードから変数ノードへのメッセージ 10/89
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<latexit sha1_base64="rerW+a8133ggR6fPmJoWaUzK/R0=">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</latexit>
以下で定義される関数を導⼊,
周辺分布:
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">AAACqHichVE9SxxRFD2OiRqT6EabQBrJsiGkWO6IoIiFYJNydbOuwcgyM75dB+eLmbcbdPAPCLaxsErAQvIz0vgHUvgTQkoFmxQ583YgJAa8w7x337n33E83CfxMi1yNWKMPHo6NTzyafPzk6dR05dnMZhb3U0+1vDiI0y3XyVTgR6qlfR2orSRVTugGqu3urxX29kClmR9H7/RBonZCpxf5Xd9zNKFmt5N1KlWpi5G5u4pdKlWU0ogrl/iAXcTw0EcIhQiaegAHGb9t2BAkxHaQE0up+caucIRJ1Mju00/RxyG+z7PH13aJRnwXUTPD95gn4J+SO4eafJcLuZZL+So/5Bej/T9WbmIU1RzwdodclXSmj583b+9lhbw19v6w7qlao4slU63P6hODFH14wwiDw9Pr5vJGLX8lX+QnO/gsV/KNPUSDG+98XW2cmYpSw1H4aHoOTRUR55zTljHDLm1dYn3OQzNyzkx7GBQz5Qrtfxd2V9mcr9tSt9cXqqsr5TIn8AIv8ZobW8Qq3qKBFrP3cIJPOLXeWA2rbb0fulojJWcWf4nl/gZVDpg6</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
メッセージはベクトル 11/89
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<latexit sha1_base64="YcrKz/Ev+VF/VLAmq6vXa3K900Q=">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</latexit>
<latexit sha1_base64="XKUaNKFB5WhtsoKP0qOCizudkOA=">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</latexit>
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<latexit sha1_base64="cUWEBrIZcdzbQ3GXP/MCd/gPosU=">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</latexit>
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<latexit sha1_base64="+oP62e6j24nFdXjhbRxhBiQnai8=">AAACv3ichVHNThRBEP4YFREVVr0YuWzcLMHLpgZJIJ4wXjzy4wIJSyYzQ+9uZ+cvPT0L64TEsy/gwZMmkhAP8A4c9AU88AjGIyZcOFjTO4lRAtRkuqu/qq9+vSSQqSY6GbFu3Lw1envszvjde/cnJisPHq6lcaZ80fTjIFYbnpuKQEaiqaUOxEaihBt6gVj3eq8K+3pfqFTG0Rs9SMRW6HYi2Za+qxlyKk9aYebkbed5taVkp6tdpeKd6u7ezO4zp1KjBhmpXlTsUqmhlKW48g0tbCOGjwwhBCJo1gO4SPnbhA1CwtgWcsYUa9LYBfYwztyMvQR7uIz2+Ozwa7NEI34XMVPD9jlLwL9iZhV1+kEHdErf6Sv9pPNLY+UmRlHLgG9vyBWJM/n+8erZtayQb43uXxYz6ldUrdHGgqlWcvWJQYo+/GGE/tsPp6svVur5NH2mX9zBJzqhY+4h6v/2vyyLlY+mImU4Ajum59BUEfGUc7alnGGbbW3GMp6H5sg5Z+qiX0yUF2j/v66Lytpsw6aGvTxXW1woVzmGKTzFDO9rHot4jSU0Ofs77OMQR9ZLq2NFVjJ0tUZKziP8I9bgDyJsoZg=</latexit>
<latexit sha1_base64="/ApeHBI2ckN2s2uoNeM2suOIx0M=">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</latexit>
<latexit sha1_base64="tHg1wM91pWfspI3/TgqxAOzVo1M=">AAAFBHicrVE7b9NQFD41Bop5NIUFicUiCkqW6DqtRIVUqRILYx+krVQXy3auk6v6Jfs6bbCyMvAHGJhAYkCwIVYWhOAPMPQnoI4tYmHg+NoSkDrFA9eyfR7fd8537rFCl8WckMMZ6Zx8/sLF2UvK5StXr83V5q9vxkES2bRrB24QbVtmTF3m0y5n3KXbYURNz3LplrV3P8tvDWkUs8B/yEch3fXMvs8cZpscQ8a89ChsHrTUZVV3qcObiopHt2if+akZReZonNpjEVRVBC5rLVXX//A7E/5CK69A/V7BV/SI9Qe8pVRpoXuJkTqGpuYkTAf76sF4ovF0VKcS6gyRetALuFJZaKeS0BJUidAS1P8TulBJaAmqRGgJarpQo1YnbSKOetrQCqMOxVkNap9Bhx4EYEMCHlDwgaPtggkxPjugAYEQY7uQYixCi4k8hTEoyE0QRRFhYnQPv330doqoj35WMxZsG7u4+EbIVKFBvpLX5Jh8IW/IN/Jzaq1U1Mi0jPBv5VwaGnNPb278+CfLwz+HwW8WMhpnqObgwJJQy1B9KCLZHHZeYfj42fHGvfVGeoe8JEc4wQtySD7iDP7wxH61RtefC0WR4FDYFzN7QoWPt5xiLsYOPcw5GEvwPjhWTrHTAIbZjeICtcl1nTY2O22NtLW1xfrKUrHKWbgFt6GJ+7oLK/AAVqELtvRJOpJOpO/yE/mt/E5+n0OlmYJzA/468odfunRXMA==</latexit>
<latexit sha1_base64="BLhKA+bF7pgHDJIwmfqMeWZji4E=">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</latexit>
はアダマール積?
状態数が3つの時,
周辺分布と変数ノードへのメッセージ 12/89
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<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
<latexit sha1_base64="t9z9BgP6t19Yv8fpzn97D4DACZg=">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</latexit>
<latexit sha1_base64="gFEckFFFDI8LYONUMayCIsuPaqE=">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</latexit>
の因数分解 13/89
<latexit sha1_base64="+owEmk9HuFSGyxDRfzc8U9xxzdQ=">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</latexit>
<latexit sha1_base64="4gRBGrA61W0hbO2g51XuarrMQgU=">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</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">AAACpnichVE9SxxRFD1OEuNHopukEWwkywar5Y4ICSGFkCZVcNV1BRUzM77VYeeLmbebmCF/IGkVCyuFFMGfYeMfSOFPCCkN2Fh45u2AqAHvMO/dd+4999NNAj/TImcD1oOHjwYfDw2PjD55OjZeefZ8OYu7qaeaXhzE6YrrZCrwI9XUvg7USpIqJ3QD1XI77wt7q6fSzI+jJb2TqPXQ2Yr8tu85mlDjy0alKnUxMnVXsUulilLm48op1rCJGB66CKEQQVMP4CDjtwobgoTYOnJiKTXf2BW+YQQ1srv0U/RxiHd4bvG1WqIR30XUzPA95gn4p+ROoSa/5Zecy6kcyx+5ZLT/x8pNjKKaHd5un6uSjfHvE4sX97JC3hrb16x7qtZo442p1mf1iUGKPrx+hN7X/fPFtwu1/JUcyV92cChncsIeot4/72dDLRyYilLDUfhseg5NFRHnnNOWMcMmbW1iXc5DM3LOTNvoFTPlCu3bC7urLM/Ubanbjdnq3LtymUOYxEtMc2OvMYcPmEeT2RV+YBd71rT10Wparb6rNVByXuCGWJ+uAFb/l2Y=</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
<latexit sha1_base64="Y9vbyvldHfd7WrQCCA+fNNz8rTE=">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</latexit>
積:
も因⼦(部分)グラフで記述される.
因数分解できる.
の因数分解 14/89
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<latexit sha1_base64="URfAP/WRudqbr06t4H5b4rrJZrI=">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</latexit>
<latexit sha1_base64="PnDAvipWgnS2SgwP8tU+79nWRkY=">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</latexit>
<latexit sha1_base64="kfG1bDeIbzL21FiOl2WWpBF/Ivg=">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</latexit>
<latexit sha1_base64="Nog4UqSbdfCY7A7/s8NvL5dfMkQ=">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</latexit>
因⼦(根) 変数ノードのグループ(部分⽊)
⽂字の意味 15/89
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<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
<latexit sha1_base64="mKKrwoyKhvozKaUmlpBkMi4ds/s=">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</latexit>
<latexit sha1_base64="vW1/gIvWS82Tp1DgfxdLuL6airM=">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</latexit>
<latexit sha1_base64="f5YKVwjVw8tjMUTVtv9bl1IQuS4=">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</latexit>
<latexit sha1_base64="URfAP/WRudqbr06t4H5b4rrJZrI=">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</latexit>
を除く の
隣接変数ノード集合.
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
を通して へ接続される部分⽊に
属する全ての変数の集合.
<latexit sha1_base64="f5YKVwjVw8tjMUTVtv9bl1IQuS4=">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</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
<latexit sha1_base64="oEV6tsOQGMdhJoH6Dm+9IKz2/iw=">AAACqXichVHLShxBFD22eRjzcNSN4EYyTAgEhtsiJAQXQjZuAo5mxiFGhu62Rlv7RXfNiDb+QFbZhZhVAi7Ez3ChP+DCTwhZGsgmi5yuaQiJJLlNV9069577dJPAz7TI5ZA1fOPmrdsjd0bv3rv/YKwyPtHK4l7qqaYXB3Hadp1MBX6kmtrXgWonqXJCN1Cr7s6Lwr7aV2nmx9ErvZeo9dDZjPyu7zmaUKvdybOXB51KVepiZOa6YpdKFaUsxZUzvMEGYnjoIYRCBE09gIOM3xpsCBJi68iJpdR8Y1c4wCi5PXopejhEd3hu8rVWohHfRczMsD1mCfinZM6gJhdyLFdyLifyRX78NVZuYhS17PF2B1yVdMbeTq18/y8r5K2x9YtFRu0fVWt08cxU67P6xCBFH94gQn///dXK8+Va/kg+y1d28Eku5ZQ9RP1v3lFDLX80FaWGo7Breg5NFRGnnNOWMcMGbV1iPc5DM3LOTFvoFxPlAu0/13Vdac3Wbanbjbnqwny5yhFM4yEec19PsYBFLKHJ7Nt4hw84tJ5YDattvR64WkMlZxK/ieX9BNDHmV8=</latexit>
変数ノードから因⼦ノードへのメッセージ 16/89
<latexit sha1_base64="rerW+a8133ggR6fPmJoWaUzK/R0=">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</latexit>
<latexit sha1_base64="tsYx0zvNNESFl3imKo25ZFVFyVs=">AAADZ3ichVHNihNBEK7J+LOuP4kKsuClNUQiLKFHBEUUFgT1ouyP2QR2lmGm05M0mekZpjsx65AX8AU8eFLwIL6FHvQFPOwjLB5X8OLBms5oVtefHqa7+qv6qr7qCtJIKE3prlWxjxw9dnzhxOLJU6fPVGtnz22qZJQx3mZJlGTdwFc8EpK3tdAR76YZ9+Mg4p1geLfwd8Y8UyKRj/VOyrdjvy9FKJivEfJq7+4Rj+REkSlxIx7qJpmQZdKdg5noD/RVcoeEfwqcGNBBcBnhXqLVT/DhAbabZknPoDFxhSSu5hOdSz5thp5Cd+CzoYp8NSCTKblfBh4o9AOYK4vn2b1anbaoWeSw4ZRGHcq1mtQ+gAs9SIDBCGLgIEGjHYEPCr8tcIBCitg25IhlaAnj5zCFReSOMIpjhI/oEPc+3rZKVOK9yKkMm2GVCP8MmQQa9BN9Q/fpR/qW7tFvf82VmxyFlh08gxmXp1712dLG1/+yYjw1DOYsZDT+oVpDCDeNWoHqU4MUfbBZhvHT5/sbt9Yb+RX6in7GDl7SXfoee5DjL+z1Gl9/YRRlhsPhiek5NiokvnKOPoUVeugLERvhe2jMnGOlAYyLF8UBOr+P67Cxea3l0Jazdr2+crsc5QJchMvQxHndgBV4AKvQBmY1rUdWx+pW9uyqfcFemoVWrJJzHn5Z9qXvJR3Rsw==</latexit>
<latexit sha1_base64="ITW5tbkb6LBYWxPCwrNP1tBMwcM=">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</latexit>
(8.65)
(8.64)
(8.65)を(8.64)へ代⼊.
変数ノードから因⼦ノードへのメッセージ 17/89
以下の因数ノードへのメッセージを定義.
<latexit sha1_base64="QEjYkxcxSDIbB2lRPSCrk0qkCMw=">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</latexit>
<latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit>
変数ノードへのメッセージの計算⼿順 18/89
<latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">AAACpnichVE9SxxRFD1OEuNHopukEWwkywar5Y4ICSGFkCZVcNV1BRUzM77VYeeLmbebmCF/IGkVCyuFFMGfYeMfSOFPCCkN2Fh45u2AqAHvMO/dd+4999NNAj/TImcD1oOHjwYfDw2PjD55OjZeefZ8OYu7qaeaXhzE6YrrZCrwI9XUvg7USpIqJ3QD1XI77wt7q6fSzI+jJb2TqPXQ2Yr8tu85mlDjy0alKnUxMnVXsUulilLm48op1rCJGB66CKEQQVMP4CDjtwobgoTYOnJiKTXf2BW+YQQ1srv0U/RxiHd4bvG1WqIR30XUzPA95gn4p+ROoSa/5Zecy6kcyx+5ZLT/x8pNjKKaHd5un6uSjfHvE4sX97JC3hrb16x7qtZo442p1mf1iUGKPrx+hN7X/fPFtwu1/JUcyV92cChncsIeot4/72dDLRyYilLDUfhseg5NFRHnnNOWMcMmbW1iXc5DM3LOTNvoFTPlCu3bC7urLM/Ubanbjdnq3LtymUOYxEtMc2OvMYcPmEeT2RV+YBd71rT10Wparb6rNVByXuCGWJ+uAFb/l2Y=</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">AAACqHichVE9SxxRFD2OiRqT6EabQBrJsiGkWO6IoIiFYJNydbOuwcgyM75dB+eLmbcbdPAPCLaxsErAQvIz0vgHUvgTQkoFmxQ583YgJAa8w7x337n33E83CfxMi1yNWKMPHo6NTzyafPzk6dR05dnMZhb3U0+1vDiI0y3XyVTgR6qlfR2orSRVTugGqu3urxX29kClmR9H7/RBonZCpxf5Xd9zNKFmt5N1KlWpi5G5u4pdKlWU0ogrl/iAXcTw0EcIhQiaegAHGb9t2BAkxHaQE0up+caucIRJ1Mju00/RxyG+z7PH13aJRnwXUTPD95gn4J+SO4eafJcLuZZL+So/5Bej/T9WbmIU1RzwdodclXSmj583b+9lhbw19v6w7qlao4slU63P6hODFH14wwiDw9Pr5vJGLX8lX+QnO/gsV/KNPUSDG+98XW2cmYpSw1H4aHoOTRUR55zTljHDLm1dYn3OQzNyzkx7GBQz5Qrtfxd2V9mcr9tSt9cXqqsr5TIn8AIv8ZobW8Qq3qKBFrP3cIJPOLXeWA2rbb0fulojJWcWf4nl/gZVDpg6</latexit>
<latexit sha1_base64="f5YKVwjVw8tjMUTVtv9bl1IQuS4=">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</latexit>
<latexit sha1_base64="URfAP/WRudqbr06t4H5b4rrJZrI=">AAACpnichVE9TxRRFD0MgoB8rNiQ2BA3S6g2d4iJxliQ0NhogHVZEiTLzPB2mTBfmXm7ghP/gImtFFaQWBh/hoX+AQt+AqHExMbCM28nMUCUO5n37jv3nvvpJoGfaZHTIWv41sjo7bHxiTuTU9MzlbuzG1ncSz3V9OIgTjddJ1OBH6mm9nWgNpNUOaEbqJa7v1LYW32VZn4cvdSHidoOnW7kd3zP0YQaB+3n7UpV6mJk/rpil0oVpazGlW94hV3E8NBDCIUImnoABxm/LdgQJMS2kRNLqfnGrvAWE+T26KXo4RDd59nla6tEI76LmJlhe8wS8E/JnEdNfshnuZDv8kXO5Pc/Y+UmRlHLIW93wFVJe+bdXOPXjayQt8beXxYZtf9UrdHBY1Otz+oTgxR9eIMI/TdHF40n67V8QU7knB0cy6l8ZQ9R/6f3aU2tfzQVpYaj8Nr0HJoqIk45py1jhl3aOsR6nIdm5JyZ9tAvJsoF2lfXdV3ZWKrbUrfXHlaXn5arHMN9PMAi9/UIy3iGVTSZvYv3+IAja9F6YTWt1sDVGio593BJrJ0/cl+X9g==</latexit>
<latexit sha1_base64="OWMTiPU64PwroUg/fAxQWRK7u5Y=">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</latexit>
<latexit sha1_base64="z/9/1wdwi+Zjq9al7nUpi7YXMVU=">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</latexit>
<latexit sha1_base64="7qQzvWti5X7xI2yXxgr5zf1GpyQ=">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</latexit>
変数ノードへのメッセージの計算⼿順 19/89
<latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit>
状態数次元の
ベクトル
(状態数)^(M+1)次元の
テンソル
(状態数)=3, M=2のとき,
<latexit sha1_base64="xf+xg9f+npz8QAs4KyeyeYt/cwI=">AAACtXichVHLatVQFF2Nr1ofTXUiOLl4uVJBLjul0NJRwYnDPrxtoV5CknvShuZFcm5sDf6AP+BAJwoVxM9woD/goJ8gDis4ceDKuQHRou6Qc/ZZe6/99PM4KrXIyZR17vyFi5emL89cuXrt+qw9d2OrzMZFoAZBFmfFju+VKo5SNdCRjtVOXigv8WO17R88aOzblSrKKEsf6aNcDRNvL43CKPA0Ide2Q7ecP7zfOXSd5li459pd6YuRzlnFaZUuWlnL7I94jBEyBBgjgUIKTT2Gh5LfLhwIcmJD1MQKapGxKzzDDLljeil6eEQPeO7xtduiKd9NzNKwA2aJ+RdkdtCTz/JOTuWTvJcv8uOvsWoTo6nliLc/4arcnX1+a/P7f1kJb439Xywyev+oWiPEsqk2YvW5QZo+gkmE6umL082VjV59V97IV3bwWk7kA3tIq2/B8braeGkqKgxH4YnpOTFVpJxyTVvJDCPaQmJjzkMzcs1M+6iaiXKBzp/rOqtsLfQd6Tvri93V5XaV07iNO5jnvpawiodYw4DZK7zCMd5aS9bQGlnhxNWaajk38ZtY2U/8kJwr</latexit>
<latexit sha1_base64="L1wKvVK1EJZ6IVXaGUhIJydPk+Q=">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</latexit>
<latexit sha1_base64="f5YKVwjVw8tjMUTVtv9bl1IQuS4=">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</latexit>
<latexit sha1_base64="BHRPhKgIDLcfwhaeH2UNTUW0Py4=">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</latexit>
<latexit sha1_base64="UupcYiYx+Sky1lTaWoOlljmvXMk=">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</latexit>
のテンソル
は
ベクトル
変数ノードへのメッセージの計算⼿順 20/89
<latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit>
状態数が3つ,M=3の場合の,メッセージの要素(x=1)の具体例が以下.
<latexit sha1_base64="VlpPF9w/XD/QgWdrkuppXQYLE+A=">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</latexit>
<latexit sha1_base64="8IaYzFE5pYFRKzatuZZQvjkCbks=">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</latexit>
ただし, として記述した.
<latexit sha1_base64="Envj7NttWg/G1mlCjGqfeUeu6PU=">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</latexit>
はアダマール積ではない?
アダマール積は同じサイズの⼆つの⾏列に対し定義されるため
スカラー
の因数分解 21/89
<latexit sha1_base64="70zjQhKtI/+zNFHMKrE1GfUqHiQ=">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</latexit>
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
<latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit>
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⽂字の意味 22/89
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<latexit sha1_base64="ZDbsiAXqLhTy1BI1b+kcVUY4YNU=">AAACpnichVFNTxNRFD0MKgVUim5M3BCbGlbNHWOiISxI3LgwBqilJEDqzPBaJsxXZl5LyoQ/YOJWFq4kcWH8GSzwD7jgJxiXmLhxwZnXSQgQ9U7mvfvOved+ukngZ1rkdMwav3Hz1kRlcmr69p27M9XZe2tZ3E891fLiIE7XXSdTgR+plvZ1oNaTVDmhG6i2u/uisLcHKs38OHqjh4naCp1e5Hd9z9GEmt3Oq061Jg0xMnddsUulhlKW4+oJNrGNGB76CKEQQVMP4CDjtwEbgoTYFnJiKTXf2BUOMEVun16KHg7RXZ49vjZKNOK7iJkZtscsAf+UzDnU5bt8kTP5Jl/lh/z5a6zcxChqGfJ2R1yVdGbePWj+/i8r5K2xc8Eio/6PqjW6eG6q9Vl9YpCiD28UYbB/eNZcWK3nj+VIfrKDT3Iqx+whGvzyPq+o1Y+motRwFPZMz6GpIuKUc9oyZtimrUusz3loRs6ZaQeDYqJcoH11XdeVtScNWxr2ytPa0mK5ygoe4hHmua9nWMJLLKPF7D28xwccWvPWa6tltUeu1ljJuY9LYr09B0d7l+M=</latexit>
<latexit sha1_base64="oUlhJcQQeVBVrNsNohTqewVXmZw=">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</latexit>
<latexit sha1_base64="UR4nVFB4VR9ywsi9KFxELmaqe10=">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</latexit>
<latexit sha1_base64="RzeKMBT+gXWygF21s1+RRlhTfa4=">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</latexit>
: を通して因⼦ノード へ接続する変数集合<latexit sha1_base64="lUq+61IdUHiBvR4DemY8g5wSpS0=">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</latexit>
<latexit sha1_base64="M7nSaUACGa3lkCMYLqctbO2/Nlc=">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</latexit>
<latexit sha1_base64="oUlhJcQQeVBVrNsNohTqewVXmZw=">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</latexit>
<latexit sha1_base64="Ov1/w76FRHmDCAsnbfptO//gUvI=">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</latexit>
: を通して変数ノード へ接続する変数集合<latexit sha1_base64="lUq+61IdUHiBvR4DemY8g5wSpS0=">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</latexit>
<latexit sha1_base64="r8wxui3C7su6b2T8W0Rp9iSgULY=">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</latexit>
因⼦ノードへのメッセージ 23/89
<latexit sha1_base64="QEjYkxcxSDIbB2lRPSCrk0qkCMw=">AAADNnichVHNa9RAFH+JX7V+dFsvQhEGl60VyjKRQot4KHhoj/1w24WmLEk62R2aSdKZSWoN/Qd668lDTwoexH/Auwf9Bzz04q0U8SJU6MWDL7OB0i7qhMy8+b33+7335vlpxJWm9Miyr1y9dv3G0M3hW7fv3B2pjY6tqiSTAWsFSZTItu8pFvGYtTTXEWunknnCj9iav/W89K/lTCqexC/0bso2hNeNecgDTyPUqR24IiMdUpCXZhdkj7iSd3vakzLZIaFBFaKIRyzUkwOBj4nLtjOeE1dlwvjaFUkY2vx5/GWBqQuhlVynVqdNahYZNJzKqEO1FpPaZ3BhExIIIAMBDGLQaEfggcJvHRygkCK2AQViEi1u/Az2YBi5GUYxjPAQ3cK9i7f1Co3xXmoqww4wS4S/RCaBBv1K39NT+oV+oN/p779qFUajrGUXT7/PZWlnZP/+ytl/WQJPDb1zFjIa/6haQwizplqO1acGKfsI+gr5q9enK0+XG8UEfUt/YAdv6BH9hD3E+a/g3RJbPjQVScNhsGN6FqaKGF+5QJ/CDJvoCxHL8D00KheYqQd5+aI4QOfyuAaN1SdNhzadpen63LNqlEMwDg9hEuc1A3OwAIvQwuxn1gNrwnpkf7S/2cf2ST/UtirOPbiw7J9/AHI6xpc=</latexit>
<latexit sha1_base64="T8HrZ4ZOt3B68kvtB93Xsk48SXs=">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</latexit>
(8.67)
(8.68)
(8.68)を(8.67)へ代⼊.
<latexit sha1_base64="wNw2qQBvPhXTipFQiISPVUP9828=">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</latexit>
因⼦ノードへのメッセージの計算⼿順 24/89
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<latexit sha1_base64="yin6U7FsEpRxN3f5HHnFzoHy8SQ=">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</latexit>
変数ノードの隣接因⼦ノードが2つの場合 25/89
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<latexit sha1_base64="lUq+61IdUHiBvR4DemY8g5wSpS0=">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</latexit>
<latexit sha1_base64="cDZdFyjhAE50L2xvn6VQdKyN3yM=">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</latexit>
<latexit sha1_base64="9pjBw5TULD7pKfgAmtPU7NZiRaA=">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</latexit>
<latexit sha1_base64="R7pbravMDtAFnVSMPJKYxTHeQzI=">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</latexit>
メッセージを変えずにそのまま伝達するだけ.
モチベーションと⽅針 26/89
Ø 周辺分布を求める.
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
⽬的ノードへ到達する全てのメッセージの積.
⽅針とアルゴリズムの始点 27/89
<latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit>
葉ノード葉ノード
根ノード
⽬的ノードを根と⾒て葉ノードからメッセージを送る.
葉ノードからのメッセージ 28/89
葉ノードが
変数ノードの時
葉ノードが
因⼦ノードの時
上記2パターンでメッセージ初期化
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
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PRML 8.4.4-8.4.8
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PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8
PRML 8.4.4-8.4.8

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PRML 8.4.4-8.4.8

  • 2. ⽬次 2/89 Ø 8.4.4 積和アルゴリズム Ø 8.4.5 max-sum Ø 8.4.6 ⼀般のグラフにおける厳密推論 Ø 8.4.7 ループあり確率伝播 Ø 8.4.8 グラフ構造の学習
  • 5. 積和アルゴリズム導出のための仮定 5/89 Ø 変数は全て離散 Ø グラフは因⼦グラフへ変換する Ø 元々のグラフは有向⽊,無向⽊,多重⽊ Ø 全てのノードは観測されていない
  • 6. 周辺分布と同時分布 6/89 周辺分布: <latexit sha1_base64="ZyyZQymL8qCtGWuOveZoykFPsb8=">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</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> 同時分布: <latexit sha1_base64="FprBcrc2o9F97gtwYn9AO+8DBcM=">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</latexit> <latexit sha1_base64="K43Xx0q9MVb8Oyv8ymiuD4+zjmk=">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</latexit> 部分⽊に属する全ての 変数集合
  • 7. 周辺分布と同時分布 7/89 周辺分布: <latexit sha1_base64="ZyyZQymL8qCtGWuOveZoykFPsb8=">AAAC6nichVFLaxRBEP4yvmJ8ZNWL4KVxWUkuS40IiigEcvGYh5sEsmHpmfRmh+15MN2zJg75Ax69iOSk6CH4M7zk5klwf4J4jODFgzW9AxIjpIfprvqqvnoGmY6MJRpPeefOX7h4afryzJWr167PNm7cXDNpkYeqE6Y6zTcCaZSOEtWxkdVqI8uVjAOt1oPhYmVfH6ncRGny3O5laiuWO0nUj0JpGeo1FjMxJ3bFvHgquqaIRU+UohtLOwj6LO2KfdENZDg0WpqBUyv/kw7zvUaT2uSOOC34tdBEfZbSxhG62EaKEAViKCSwLGtIGP424YOQMbaFkrGcpcjZFfYxgxazC/ZT7CMZH/K9w9pmjSasV1GN44ecR/OfM1egRV/pkI7piD7Rd/rN0f4fq3Qxqmr2+A0mXJX1Zl/dXv11Jivm12Lwl3VG1RZ9PHLVRlx95pCqj3ASYfTyzfHq45VWeY/e0w/u4B2N6TP3kIx+hh+X1cqBqyh3HIUXrufYVZHwnEu2Gc6wzbY+YwXPw3LkkjMNMKpmyiv0/13YaWHtftuntr/8oLnwpF7mNO7gLuZ4Yw+xgGdYQoezH+ILvmHsae+199Y7mLh6UzXnFk4c78MfXI6ujg==</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> 同時分布: <latexit sha1_base64="FprBcrc2o9F97gtwYn9AO+8DBcM=">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</latexit> <latexit sha1_base64="OUOrNoQTgpW4PzgJP5wOXV3G+fU=">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</latexit>
  • 8. 周辺分布と同時分布 8/89 周辺分布: <latexit sha1_base64="ZyyZQymL8qCtGWuOveZoykFPsb8=">AAAC6nichVFLaxRBEP4yvmJ8ZNWL4KVxWUkuS40IiigEcvGYh5sEsmHpmfRmh+15MN2zJg75Ax69iOSk6CH4M7zk5klwf4J4jODFgzW9AxIjpIfprvqqvnoGmY6MJRpPeefOX7h4afryzJWr167PNm7cXDNpkYeqE6Y6zTcCaZSOEtWxkdVqI8uVjAOt1oPhYmVfH6ncRGny3O5laiuWO0nUj0JpGeo1FjMxJ3bFvHgquqaIRU+UohtLOwj6LO2KfdENZDg0WpqBUyv/kw7zvUaT2uSOOC34tdBEfZbSxhG62EaKEAViKCSwLGtIGP424YOQMbaFkrGcpcjZFfYxgxazC/ZT7CMZH/K9w9pmjSasV1GN44ecR/OfM1egRV/pkI7piD7Rd/rN0f4fq3Qxqmr2+A0mXJX1Zl/dXv11Jivm12Lwl3VG1RZ9PHLVRlx95pCqj3ASYfTyzfHq45VWeY/e0w/u4B2N6TP3kIx+hh+X1cqBqyh3HIUXrufYVZHwnEu2Gc6wzbY+YwXPw3LkkjMNMKpmyiv0/13YaWHtftuntr/8oLnwpF7mNO7gLuZ4Yw+xgGdYQoezH+ILvmHsae+199Y7mLh6UzXnFk4c78MfXI6ujg==</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> 同時分布: <latexit sha1_base64="FprBcrc2o9F97gtwYn9AO+8DBcM=">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</latexit> <latexit sha1_base64="Y9vbyvldHfd7WrQCCA+fNNz8rTE=">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</latexit> 積: 式(8.59)を グループ分けした形
  • 9. 周辺分布の和と積の⼊れ替え 9/89 <latexit sha1_base64="v0mLA9oNGtxPd9VEb/saPS2OlYw=">AAADNnichVFNaxNBGH53/ar1o1EvQi+DMaUFCbMiKKJQEMRjP0wbyIYwu5kkS2ZnlpnZ2LrkD3jx6MGTggfxD3j30j/goRdvIuJFqOLFg+9OFopW6Cw7887zPs/7MW+UicRYSvc9/8TJU6fPzJ2dP3f+wsWF2qXLW0blOuatWAml2xEzXCSSt2xiBW9nmrM0Enw7Gj8o/dsTrk2i5GO7m/FuyoYyGSQxswj1as8zskx2yApZIvdJaPKU9EhBwkiJfrEzRYPFYyOYGSEJr4IPbIeEmVZ9RzQkTCQJVcY1s0pLlnJEJUfuLOyUPKyIlbqEb5D2IaiT4ciuVGe3V6vTJnWLHDWCyqhDtdZUbQ9C6IOCGHJIgYMEi7YABga/DgRAIUOsCwViGq3E+TlMYR4aqM6Rx5HDEB/jPsRbp0Il3suoxuljzCPw16gl0KAf6Vt6QPfoO/qV/sZo/49VuBhlNbt4RjMtz3oLz65u/jpWleJpYXSoOqZqCwO446pNsPrMIWUf8SzC5OmLg827G41iib6m37CDV3SffsAe5ORH/Gadb7x0FWmn4fDE9Zy6KiS+c4E+gxn66BsgluN7WIxcYKYRTMo3xREG/w7sqLF1sxnQZrB+q756rxrmHCzCNVjGid2GVXgEa9DC7D+9Re+61/Df+5/8z/6XGdX3Ks0V+Gv53/8ANlTHSw==</latexit> 周辺分布の式に同時分布の式を代⼊, 和と積を⼊れ替え, <latexit sha1_base64="qj2U+E/vZEeB53VbTGLI8kXdnIk=">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</latexit> ① グループ内で状態に ついて総和 ② 因⼦の積 ① グループ内の因⼦の積 ② 状態について総和
  • 10. 因⼦ノード から変数ノード へのメッセージと解釈できる. 因⼦ノードから変数ノードへのメッセージ 10/89 <latexit sha1_base64="zCbR344sBEbkzO3Vt/j2Ldn8m+8=">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</latexit> <latexit sha1_base64="rerW+a8133ggR6fPmJoWaUzK/R0=">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</latexit> 以下で定義される関数を導⼊, 周辺分布: <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">AAACpnichVE9SxxRFD1OEuNHopukEWwkywar5Y4ICSGFkCZVcNV1BRUzM77VYeeLmbebmCF/IGkVCyuFFMGfYeMfSOFPCCkN2Fh45u2AqAHvMO/dd+4999NNAj/TImcD1oOHjwYfDw2PjD55OjZeefZ8OYu7qaeaXhzE6YrrZCrwI9XUvg7USpIqJ3QD1XI77wt7q6fSzI+jJb2TqPXQ2Yr8tu85mlDjy0alKnUxMnVXsUulilLm48op1rCJGB66CKEQQVMP4CDjtwobgoTYOnJiKTXf2BW+YQQ1srv0U/RxiHd4bvG1WqIR30XUzPA95gn4p+ROoSa/5Zecy6kcyx+5ZLT/x8pNjKKaHd5un6uSjfHvE4sX97JC3hrb16x7qtZo442p1mf1iUGKPrx+hN7X/fPFtwu1/JUcyV92cChncsIeot4/72dDLRyYilLDUfhseg5NFRHnnNOWMcMmbW1iXc5DM3LOTNvoFTPlCu3bC7urLM/Ubanbjdnq3LtymUOYxEtMc2OvMYcPmEeT2RV+YBd71rT10Wparb6rNVByXuCGWJ+uAFb/l2Y=</latexit>
  • 11. メッセージはベクトル 11/89 <latexit sha1_base64="4+2RZZ2cJ9xPuPpjtLoOE0tC5P0=">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</latexit> <latexit sha1_base64="YcrKz/Ev+VF/VLAmq6vXa3K900Q=">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</latexit> <latexit sha1_base64="XKUaNKFB5WhtsoKP0qOCizudkOA=">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</latexit> <latexit 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sha1_base64="cUWEBrIZcdzbQ3GXP/MCd/gPosU=">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</latexit> <latexit 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  • 12. 周辺分布と変数ノードへのメッセージ 12/89 <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> <latexit sha1_base64="t9z9BgP6t19Yv8fpzn97D4DACZg=">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</latexit> <latexit sha1_base64="gFEckFFFDI8LYONUMayCIsuPaqE=">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</latexit>
  • 13. の因数分解 13/89 <latexit sha1_base64="+owEmk9HuFSGyxDRfzc8U9xxzdQ=">AAACy3ichVE7axRRFP4yUfPwkU1sAjYXlw0RZDkjQkKwCAghjZCHmywkYZmZ3N29ZF7MvbsxGVPahPQWVgoWYmernYX+AYv8BLGMYGPhmbsDQYN6hrn33O+c7zz9NFTaEJ0OOcOXLl8ZGR0bv3rt+o2JyuTUhk56WSAbQRImWdP3tAxVLBtGmVA200x6kR/KTX/vYWHf7MtMqyR+bA5SuRN5nVi1VeAZhlqVmSXRErnQ4khsh7JtZsUTcVc0z8FMdbrmTqtSpTpZERcVt1SqKGUlqXzCNnaRIEAPESRiGNZDeND8bcEFIWVsBzljGWvK2iWOMM7cHntJ9vAY3eOzw6+tEo35XcTUlh1wlpD/jJkCNfpCb+iMPtNb+ko//xortzGKWg749gdcmbYmjqfXf/yXFfFt0D1nMaP2j6oN2pi31SquPrVI0UcwiNA/fH62vrBWy2foFX3jDl7SKX3kHuL+9+D1qlx7YSvKLEdi3/Yc2SpinnLONs0ZdtnWZqzH8zAcOedMXfSLifIC3T/XdVHZuFd3qe6u3q8uPihXOYpbuI1Z3tccFrGMFTQ4+wne4T0+OI8c7Rw6TweuzlDJuYnfxHn2C8fro6k=</latexit> <latexit sha1_base64="4gRBGrA61W0hbO2g51XuarrMQgU=">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</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> <latexit sha1_base64="Y9vbyvldHfd7WrQCCA+fNNz8rTE=">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</latexit> 積: も因⼦(部分)グラフで記述される. 因数分解できる.
  • 14. の因数分解 14/89 <latexit sha1_base64="4gRBGrA61W0hbO2g51XuarrMQgU=">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</latexit> <latexit 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sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> <latexit sha1_base64="f5YKVwjVw8tjMUTVtv9bl1IQuS4=">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</latexit> <latexit 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  • 15. ⽂字の意味 15/89 <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit 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  • 16. 変数ノードから因⼦ノードへのメッセージ 16/89 <latexit sha1_base64="rerW+a8133ggR6fPmJoWaUzK/R0=">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</latexit> <latexit sha1_base64="tsYx0zvNNESFl3imKo25ZFVFyVs=">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</latexit> <latexit sha1_base64="ITW5tbkb6LBYWxPCwrNP1tBMwcM=">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</latexit> (8.65) (8.64) (8.65)を(8.64)へ代⼊.
  • 17. 変数ノードから因⼦ノードへのメッセージ 17/89 以下の因数ノードへのメッセージを定義. <latexit sha1_base64="QEjYkxcxSDIbB2lRPSCrk0qkCMw=">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</latexit> <latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit>
  • 18. 変数ノードへのメッセージの計算⼿順 18/89 <latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit> <latexit 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sha1_base64="z/9/1wdwi+Zjq9al7nUpi7YXMVU=">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</latexit> <latexit sha1_base64="7qQzvWti5X7xI2yXxgr5zf1GpyQ=">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</latexit>
  • 19. 変数ノードへのメッセージの計算⼿順 19/89 <latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">AAADwnichVFLb9NAEB7XPEp5NIULEhxWREGNFEVrhARCIFWCAxekPkhbqa4ie7OO3fjF7jpNMTlx4w9w4AQSh4ob/AQO8Ac49CcgjkXiwoHxxlWSVsBa3p39Zr6Zb3bcNAykovTAmDFPnT5zdvbc3PkLFy/NVxYur8skE4y3WBImYtN1JA+DmLdUoEK+mQruRG7IN9zew8K/0edCBkn8VO2lfDtyunHgBcxRCLUXjOt2lJE2yYmHuyS2CLq+coRIdsmADAlZxKP+gNgyi3TYQO8WuobEZp1EyeO+J9rnaVsWUSH3VJGmMUFuIKzJjQnWqHid2KlIOhqNiB3ExI4c5YsI7zEfJ5yocMRzHdaToSN9rf2os0GZajjV3Zg+IXE6sN6uVGmT6kVOGlZpVKFcy0nlC9jQgQQYZBABhxgU2iE4IPHbAgsopIhtQ46YQCvQfg5DmENuhlEcIxxEe7h38bZVojHei5xSsxlWCfEXyCRQo9/oPj2kX+kH+p3+/muuXOcotOzh6Y64PG3Pv7q69uu/rAhPBf6YhYzaP1Qr8OCuVhug+lQjRR9slKH//PXh2r3VWn6TvqM/sIO39IB+xh7i/k/2foWvvtGKhOZw2NU9R1pFjK+co09ihQ76PMQyfA+FmXOs5EO/eFEcoHV8XCeN9VtNizatldvVpfvlKGfhGtyARZzXHViCx7AMLWDGS2Pf+Gh8Mh+ZO+YzU45CZ4yScwWmlvniD/TX8PA=</latexit> 状態数次元の ベクトル (状態数)^(M+1)次元の テンソル (状態数)=3, M=2のとき, <latexit sha1_base64="xf+xg9f+npz8QAs4KyeyeYt/cwI=">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</latexit> <latexit sha1_base64="L1wKvVK1EJZ6IVXaGUhIJydPk+Q=">AAACpHichVE7TxRRFP4YQZ7Kqg0JDWGzxGpzxphoiAWJjYUFy7JAwiszw12YMK/M3F3FiX8AWo2FlSYUhJ9BAX+Agp9gLCGxseCbu5MYIeiZzL3nfud85+kmgZ9pkYs+617/wP3BoeGR0bEHD8crjx4vZXEn9VTLi4M4XXGdTAV+pFra14FaSVLlhG6glt3d14V9uavSzI+jRb2XqPXQ2Y78tu85mlDj/WalKnUxMnVbsUulilLm48op1rCFGB46CKEQQVMP4CDjtwobgoTYOnJiKTXf2BU+YoTcDr0UPRyiuzy3+Vot0YjvImZm2B6zBPxTMqdQk3M5kks5k2P5Ib/vjJWbGEUte7zdHlclm+P7E81f/2WFvDV2/rDIqP2jao02XppqfVafGKTow+tF6H74ctmcXajlM/JdfrKDb3IhJ+wh6l55hw218NVUlBqOwjvTc2iqiDjlnLaMGbZoaxPrcB6akXNm2kG3mCgXaN9c121l6VndlrrdeF6de1WucgiTmMZT7usF5vAG82gxu8IBPuGzNWO9tZpWq+dq9ZWcJ/hLrI1rorCXNg==</latexit> <latexit sha1_base64="f5YKVwjVw8tjMUTVtv9bl1IQuS4=">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</latexit> <latexit sha1_base64="BHRPhKgIDLcfwhaeH2UNTUW0Py4=">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</latexit> <latexit sha1_base64="UupcYiYx+Sky1lTaWoOlljmvXMk=">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</latexit> のテンソル は ベクトル
  • 20. 変数ノードへのメッセージの計算⼿順 20/89 <latexit sha1_base64="BSXoHp9dHbwpQdzepEsKpgrXSck=">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</latexit> 状態数が3つ,M=3の場合の,メッセージの要素(x=1)の具体例が以下. <latexit sha1_base64="VlpPF9w/XD/QgWdrkuppXQYLE+A=">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</latexit> <latexit sha1_base64="8IaYzFE5pYFRKzatuZZQvjkCbks=">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</latexit> ただし, として記述した. <latexit sha1_base64="Envj7NttWg/G1mlCjGqfeUeu6PU=">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</latexit> はアダマール積ではない? アダマール積は同じサイズの⼆つの⾏列に対し定義されるため スカラー
  • 21. の因数分解 21/89 <latexit sha1_base64="70zjQhKtI/+zNFHMKrE1GfUqHiQ=">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</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">AAACpnichVE9SxxRFD1OEuNHopukEWwkywar5Y4ICSGFkCZVcNV1BRUzM77VYeeLmbebmCF/IGkVCyuFFMGfYeMfSOFPCCkN2Fh45u2AqAHvMO/dd+4999NNAj/TImcD1oOHjwYfDw2PjD55OjZeefZ8OYu7qaeaXhzE6YrrZCrwI9XUvg7USpIqJ3QD1XI77wt7q6fSzI+jJb2TqPXQ2Yr8tu85mlDjy0alKnUxMnVXsUulilLm48op1rCJGB66CKEQQVMP4CDjtwobgoTYOnJiKTXf2BW+YQQ1srv0U/RxiHd4bvG1WqIR30XUzPA95gn4p+ROoSa/5Zecy6kcyx+5ZLT/x8pNjKKaHd5un6uSjfHvE4sX97JC3hrb16x7qtZo442p1mf1iUGKPrx+hN7X/fPFtwu1/JUcyV92cChncsIeot4/72dDLRyYilLDUfhseg5NFRHnnNOWMcMmbW1iXc5DM3LOTNvoFTPlCu3bC7urLM/Ubanbjdnq3LtymUOYxEtMc2OvMYcPmEeT2RV+YBd71rT10Wparb6rNVByXuCGWJ+uAFb/l2Y=</latexit> <latexit 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sha1_base64="oUlhJcQQeVBVrNsNohTqewVXmZw=">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</latexit> <latexit sha1_base64="UR4nVFB4VR9ywsi9KFxELmaqe10=">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</latexit> <latexit sha1_base64="RzeKMBT+gXWygF21s1+RRlhTfa4=">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</latexit> : を通して因⼦ノード へ接続する変数集合<latexit sha1_base64="lUq+61IdUHiBvR4DemY8g5wSpS0=">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</latexit> <latexit sha1_base64="M7nSaUACGa3lkCMYLqctbO2/Nlc=">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</latexit> <latexit sha1_base64="oUlhJcQQeVBVrNsNohTqewVXmZw=">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</latexit> <latexit sha1_base64="Ov1/w76FRHmDCAsnbfptO//gUvI=">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</latexit> : を通して変数ノード へ接続する変数集合<latexit sha1_base64="lUq+61IdUHiBvR4DemY8g5wSpS0=">AAACpnichVE7SxxRFP6cmGjMwzU2ARvJssFqORMCCWIh2FiJullXMLKZGe+ug/Ni5u76GPwDgbSxSJWAhfgzUiR/wMKfIJYGbCzyzd2BkEiSM8y9537nfOfpJoGfaZHzIevO8N17I6P3xx48fPR4vDLxZC2Le6mnml4cxOm662Qq8CPV1L4O1HqSKid0A9VydxYKe6uv0syPozd6P1GbodON/I7vOZpQY68dtitVqYuR6duKXSpVlLIcV77hLbYQw0MPIRQiaOoBHGT8NmBDkBDbRE4speYbu8Ihxsjt0UvRwyG6w7PL10aJRnwXMTPD9pgl4J+SOY2anMmJXMl3OZULuflrrNzEKGrZ5+0OuCppj79/2rj+LyvkrbH9i0VG7R9Va3Tw2lTrs/rEIEUf3iBC/+DoqjG7Wsufyxe5ZAef5Vy+soeo/8M7XlGrn0xFqeEo7JqeQ1NFxCnntGXMsEVbh1iP89CMnDPTNvrFRLlA+8913VbWXtRtqdsrL6vzc+UqRzGFZ5jhvl5hHotYRpPZu/iAjziyZqwlq2m1Bq7WUMmZxG9ivfsJul+YFg==</latexit> <latexit sha1_base64="r8wxui3C7su6b2T8W0Rp9iSgULY=">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</latexit>
  • 23. 因⼦ノードへのメッセージ 23/89 <latexit sha1_base64="QEjYkxcxSDIbB2lRPSCrk0qkCMw=">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</latexit> <latexit sha1_base64="T8HrZ4ZOt3B68kvtB93Xsk48SXs=">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</latexit> (8.67) (8.68) (8.68)を(8.67)へ代⼊. <latexit sha1_base64="wNw2qQBvPhXTipFQiISPVUP9828=">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</latexit>
  • 24. 因⼦ノードへのメッセージの計算⼿順 24/89 <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> <latexit 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sha1_base64="cDZdFyjhAE50L2xvn6VQdKyN3yM=">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</latexit> <latexit sha1_base64="ZDbsiAXqLhTy1BI1b+kcVUY4YNU=">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</latexit> <latexit sha1_base64="oMN7X00xuKDUt7vGH3WeoBAlZBQ=">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</latexit> <latexit sha1_base64="9pjBw5TULD7pKfgAmtPU7NZiRaA=">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</latexit> <latexit sha1_base64="R7pbravMDtAFnVSMPJKYxTHeQzI=">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</latexit> <latexit sha1_base64="yin6U7FsEpRxN3f5HHnFzoHy8SQ=">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</latexit>
  • 25. 変数ノードの隣接因⼦ノードが2つの場合 25/89 <latexit sha1_base64="yin6U7FsEpRxN3f5HHnFzoHy8SQ=">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</latexit> <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> <latexit sha1_base64="ijLniFRKmX/42908Z6uKqBcnrXg=">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</latexit> <latexit sha1_base64="lUq+61IdUHiBvR4DemY8g5wSpS0=">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</latexit> <latexit sha1_base64="cDZdFyjhAE50L2xvn6VQdKyN3yM=">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</latexit> <latexit sha1_base64="9pjBw5TULD7pKfgAmtPU7NZiRaA=">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</latexit> <latexit sha1_base64="R7pbravMDtAFnVSMPJKYxTHeQzI=">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</latexit> メッセージを変えずにそのまま伝達するだけ.
  • 26. モチベーションと⽅針 26/89 Ø 周辺分布を求める. <latexit sha1_base64="M7NXBh4kDIvQbK5wwtWUZiJtsg4=">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</latexit> ⽬的ノードへ到達する全てのメッセージの積.