2136 search results - page 212 / 428 » Improving on Expectation Propagation |
85
Voted
NIPS
2004
15 years 9 days ago
2004
Classification algorithms typically induce population-wide models that are trained to perform well on average on expected future instances. We introduce a Bayesian framework for l...
80
Voted
PAKM
2004
2004
XAROP: A Midterm Report in Introducing a Decentralized Semantics-Based Knowledge Sharing Application
15 years 9 days ago
Abstract. Knowledge management solutions relying on central repositories sometimes have not met expectations, since users often create knowledge ad-hoc using their individual vocab...
TREC
2004
15 years 9 days ago
2004
Web search engines exploit conjunctive queries and special ranking criteria which differ from the disjunctive queries typically used for ad-hoc retrieval. We wanted to asses the e...
WSC
2004
15 years 9 days ago
2004
This paper describes a simulation system that monitors operations on a production floor, periodically creating a model of those operations, and running a simulation that predicts ...
92
Voted
UAI
2003
15 years 8 days ago
2003
Collaborative filtering (CF) allows the preferences of multiple users to be pooled to make recommendations regarding unseen products. We consider in this paper the problem of onl...