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» Classification by Discriminative Regularization
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JSYML
2006
62views more  JSYML 2006»
15 years 1 months ago
Uniform almost everywhere domination
Abstract. We explore the interaction between Lebesgue measure and dominating functions. We show, via both a priority construction and a forcing construction, that there is a functi...
Peter Cholak, Noam Greenberg, Joseph S. Miller
JAISE
2010
88views Algorithms» more  JAISE 2010»
14 years 8 months ago
Improving user verification by implementing an agent-based security system
Abstract. This paper presents an agent-based, high-level security system for user verification. The system verifies a user's identity by processing data from several low-lever...
Erik Dovgan, Bostjan Kaluza, Tea Tusar, Matjaz Gam...
SIAMNUM
2010
126views more  SIAMNUM 2010»
14 years 8 months ago
Solving BSDE with Adaptive Control Variate
We present and analyze an algorithm to solve numerically BSDEs based on Picard's iterations and on a sequential control variate technique. Its convergence is geometric. Moreov...
Emmanuel Gobet, Céline Labart
JMLR
2010
179views more  JMLR 2010»
14 years 8 months ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby
PAMI
2008
160views more  PAMI 2008»
15 years 1 months ago
Emotion Recognition Based on Physiological Changes in Music Listening
Little attention has been paid so far to physiological signals for emotion recognition compared to audiovisual emotion channels such as facial expression or speech. This paper inve...
Jonghwa Kim, Elisabeth André