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Charles Martin

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From SETOL to Muon: Muon is RG Gauge Fixing
The Emergence of Signatures of AGI: The Physics of Learning
An Overview of the WeightWatcher Project: March 2025
Spin Glass Models of Neural Networks: The Curie-Weiss Model from Statistical Mechanics
Overview of basic statistical mechanics of NNs
SETOL: SemiEmpirical Theory of (Deep Learning)
SETOL: a SemiEmpirical Theory of (Deep) Learning
WeightWatcher: Data Free Diagnostics for Deep Learning
Heavy Tails Workshop NeurIPS2023.pdf
LLM avalanche June 2023.pdf
WeightWatcher LLM Update
ICCF24.pdf
ENS Macrh 2022.pdf
Weight watcher Bay Area ACM Feb 28, 2022
Georgetown B-school Talk 2021