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ICML
2005
IEEE
16 years 8 months ago
PAC-Bayes risk bounds for sample-compressed Gibbs classifiers
We extend the PAC-Bayes theorem to the sample-compression setting where each classifier is represented by two independent sources of information: a compression set which consists ...
François Laviolette, Mario Marchand
ICML
2001
IEEE
16 years 8 months ago
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
We present conditional random fields, a framework for building probabilistic models to segment and label sequence data. Conditional random fields offer several advantages over hid...
John D. Lafferty, Andrew McCallum, Fernando C. N. ...
ISCIS
2009
Springer
16 years 2 months ago
Using a SAT solver to generate checking sequences
—Methods for software testing based on Finite State Machines (FSMs) have been researched since the early 60’s. Many of these methods are about generating a checking sequence fr...
Guy-Vincent Jourdan, Hasan Ural, Hüsnü Y...
ICML
2006
IEEE
16 years 1 months ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
MM
2005
ACM
116views Multimedia» more  MM 2005»
16 years 1 months ago
Affective multimodal human-computer interaction
Social and emotional intelligence are aspects of human intelligence that have been argued to be better predictors than IQ for measuring aspects of success in life, especially in s...
Maja Pantic, Nicu Sebe, Jeffrey F. Cohn, Thomas S....