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» Satisfiability with Exponential Families
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72
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PAKDD
2009
ACM
123views Data Mining» more  PAKDD 2009»
15 years 9 months ago
Dynamic Exponential Family Matrix Factorization.
Junichiro Hirayama, Kohei Hayashi, Shin Ishii
NIPS
2007
15 years 1 months ago
Exponential Family Predictive Representations of State
David Wingate, Satinder Singh Baveja
AIPS
2006
15 years 1 months ago
Solving Factored MDPs with Exponential-Family Transition Models
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...
Branislav Kveton, Milos Hauskrecht
94
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UAI
2004
15 years 1 months ago
Exponential Families for Conditional Random Fields
In this paper we define conditional random fields in reproducing kernel Hilbert spaces and show connections to Gaussian Process classification. More specifically, we prove decompo...
Yasemin Altun, Alexander J. Smola, Thomas Hofmann
JMIV
2010
80views more  JMIV 2010»
14 years 10 months ago
Region-Based Active Contours with Exponential Family Observations
François Lecellier, Jalal Fadili, Sté...