621 search results - page 4 / 125 » Estimating Probabilities in Recommendation Systems |
UAI
2004
14 years 11 months ago
2004
A key prerequisite to optimal reasoning under uncertainty in intelligent systems is to start with good class probability estimates. This paper improves on the current best probabi...
104
Voted
MCS
2005
Springer
15 years 3 months ago
2005
Springer
We have previously introduced the Learn++ algorithm that provides surprisingly promising performance for incremental learning as well as data fusion applications. In this contribut...
CORR
2010
Springer
14 years 9 months ago
2010
Springer
We consider a standard splitting algorithm for the rare-event simulation of overflow probabilities in any subset of stations in a Jackson network at level n, starting at a fixed i...
71
Voted
WWW
2008
ACM
15 years 10 months ago
2008
ACM
We propose a hybridization of collaborative filtering and content based recommendation system. Attributes used for content based recommendations are assigned weights depending on ...
79
Voted
WSC
2007
14 years 12 months ago
2007
We study an approximation for the zero-variance change of measure to estimate the probability of a rare event in a continuous-time Markov chain. The rare event occurs when the cha...