Local Learning in Probabilistic Networks With Hidden Variables (1995)

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by Stuart Russell , Keiji Kanazawa
Citations:76 - 4 self

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172 A Guide to the Literature on Learning Probabilistic Networks From Data – Wray Buntine - 1996
8 Challenge: Where is the Impact of Bayesian Networks in Learning? – Nir Friedman, Moises Goldszmidt, David Heckerman - 1997
564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
10 Adaptive Probabilistic Networks – Stuart Russell, John Binder, Daphne Koller - 1994
27 Chain Graphs for Learning – Wray Buntine - 1995
36 Learning Probabilistic Networks – Paul J Krause - 1998
65 Causal independence for probability assessment and inference using Bayesian networks – David Heckerman, John S. Breese - 1994
14 Theory refinement of bayesian networks with hidden variables – Sowmya Ramachandran - 1998
3 Learning Bayesian Networks for Solving Real-World Problems – Moninder Singh - 1998
11 Score and Information for Recursive Exponential Models with Incomplete Data. – Bo Thiesson
178 Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables – David Maxwell Chickering, David Heckerman - 1997
176 The Bayes Net Toolbox for MATLAB – Kevin P. Murphy - 2001
84 Markovian Models for Sequential Data – Yoshua Bengio - 1996
c ○ 2001 Kluwer Academic Publishers. Manufactured in The Netherlands. Robust Learning with Missing Data – Marco Ramoni, Paola Sebastiani, Pat Langley
1 Learning Belief Networks in Pseudo-independent Domains – Yang Xiang, C Fl Yang Xiang, Ss A, Y. Xiang - 1996
92 A characterization of Markov equivalence classes for acyclic digraphs – Steen A. Andersson, David Madigan, Michael D. Perlman - 1995
35 Learning Bayesian Networks from Data: An Efficient Approach Based on Information Theory – Jie Cheng, David Bell, Weiru Liu - 1997
93 Learning Bayesian Networks from Data: An Information-Theory Based Approach – Jie Cheng, Russell Greiner, Jonathan Kelly, David Bell, Weiru Liu
12 Towards Perceptual Intelligence: Statistical Modeling of Human Individual and Interactive Behaviors – Nuria M. Oliver - 1995