Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Senior Staff Engineer & Applied Researcher at LinkedIn
Industry
Technology / Software / Internet
Website
http://www.cs.wisc.edu/~beechung
About
I have been a key designer of the content recommendation algorithms at Yahoo!, which power key Yahoo! sites including Yahoo! homepage, Yahoo! News and others. My research in this field resulted in more than 10 academic papers published in conferences like KDD, WWW, WSDM, ICDM and EMNLP.
In addition to recommender systems, my experience includes utilizing machine learning and statistical modeling to improve data analysis capabilities of data warehouses, and privacy analysis in data publication, which also resulted in more than 10 papers published in conferences like VLDB, SIGMOD and journals like TKDD, VLDB J. and DMKD.
For publications, see my DBLP page:
http://www.informatik.uni-trier...
Tags
explore exploit
recommender systems
statistical models
multi-armed bandits
online learning
matrix factorization
content optimization
collaborative filtering
See more
Presentations
(4)Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Senior Staff Engineer & Applied Researcher at LinkedIn
Industry
Technology / Software / Internet
Website
http://www.cs.wisc.edu/~beechung
About
I have been a key designer of the content recommendation algorithms at Yahoo!, which power key Yahoo! sites including Yahoo! homepage, Yahoo! News and others. My research in this field resulted in more than 10 academic papers published in conferences like KDD, WWW, WSDM, ICDM and EMNLP.
In addition to recommender systems, my experience includes utilizing machine learning and statistical modeling to improve data analysis capabilities of data warehouses, and privacy analysis in data publication, which also resulted in more than 10 papers published in conferences like VLDB, SIGMOD and journals like TKDD, VLDB J. and DMKD.
For publications, see my DBLP page:
http://www.informatik.uni-trier...
Tags
explore exploit
recommender systems
statistical models
multi-armed bandits
online learning
matrix factorization
content optimization
collaborative filtering
See more