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» Learning Monotone Decision Trees in Polynomial Time
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ECCV
2004
Springer
15 years 5 months ago
Authentic Emotion Detection in Real-Time Video
Abstract. There is a growing trend toward emotional intelligence in humancomputer interaction paradigms. In order to react appropriately to a human, the computer would need to have...
Yafei Sun, Nicu Sebe, Michael S. Lew, Theo Gevers
NIPS
2008
15 years 1 months ago
Learning Bounded Treewidth Bayesian Networks
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...
Gal Elidan, Stephen Gould
ICML
2005
IEEE
16 years 13 days ago
Bayesian hierarchical clustering
We present a novel algorithm for agglomerative hierarchical clustering based on evaluating marginal likelihoods of a probabilistic model. This algorithm has several advantages ove...
Katherine A. Heller, Zoubin Ghahramani
UAI
2000
15 years 29 days ago
PEGASUS: A policy search method for large MDPs and POMDPs
We propose a new approach to the problem of searching a space of policies for a Markov decision process (MDP) or a partially observable Markov decision process (POMDP), given a mo...
Andrew Y. Ng, Michael I. Jordan
MICAI
2009
Springer
15 years 6 months ago
Supervised Recognition of Age-Related Spanish Temporal Phrases
This paper reports research on temporal expressions shaped by a common temporal expression for a period of years modified by an adverb of time. From a Spanish corpus we found that ...
Sofía N. Galicia-Haro, Alexander F. Gelbukh