2001 export record
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conf/aistats/AlmondDJSMSY01 share record
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Russell G. Almond , Lou DiBello , Frank Jenkins , Deniz Senturk , Robert J. Mislevy , Linda S. Steinberg , Duanli Yan : Models for Conditional Probability Tables in Educational Assessment. AISTATS 2001 share record
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Hagai Attias : Learning in high dimensions: modular mixture models. AISTATS 2001 share record
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Eric de Bodt , Marie Cottrell , Michel Verleysen : Are they really neighbors? A statistical analysis of the SOM algorithm output. AISTATS 2001 share record
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Susanne Bottcher : Learning Bayesian networks with mixed variables. AISTATS 2001 share record
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Andrew D. Brown , Geoffrey E. Hinton : Products of Hidden Markov Models. AISTATS 2001 share record
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Ariel E. Bud , David W. Albrecht , Ann E. Nicholson , Ingrid Zukerman : Information-Theoretic Advisors in Invisible Chess. AISTATS 2001 share record
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Rich Caruana : A Non-Parametric EM-Style Algorithm for Imputing Missing Values. AISTATS 2001 share record
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Hugh A. Chipman , Edward I. George , Robert E. McCulloch : Managing Multiple Models. AISTATS 2001 share record
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Samuel Ping-Man Choi , Nevin Lianwen Zhang , Dit-Yan Yeung : Solving Hidden-Mode Markov Decision Problems. AISTATS 2001 share record
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Merlise Clyde , Herbert Lee : Bagging and the Bayesian Bootstrap. AISTATS 2001 export record
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conf/aistats/CorduneanuB01 share record
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Adrian Corduneanu , Christopher M. Bishop : Hyperparameters for Soft Bayesian Model Selection. AISTATS 2001 share record
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Robert G. Cowell : On searching for optimal classifiers among Bayesian networks. AISTATS 2001 share record
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James Cussens : Statistical Aspects of Stochastic Logic Programs. AISTATS 2001 share record
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A. Philip Dawid : Some variations on variation independence.. AISTATS 2001 share record
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Michael O. Duff : Monte-Carlo Algorithms for the Improvement of Finite-State Stochastic Controllers: Application to Bayes-Adaptive Markov Decision Processes. AISTATS 2001 share record
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Yoav Freund , Yishay Mansour , Robert E. Schapire : Why averaging classifiers can protect against overfitting. AISTATS 2001 share record
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Pierre Geurts : Dual perturb and combine algorithm. AISTATS 2001 share record
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Phil D. Green , Jon Barker , Martin Cooke , Ljubomir Josifovski : Handling Missing and Unreliable Information in Speech Recognition. AISTATS 2001 export record
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conf/aistats/Guerin-DugueC01 share record
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Anne Guérin-Dugué , Gilles Celeux : Discriminant Analysis on Dissimilarity Data : a New Fast Gaussian like Algorithm. AISTATS 2001 share record
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Malene Højbjerre : Profile Likelihood in Directed Graphical Models from BUGS Output. AISTATS 2001 share record
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Wenxin Jiang : Is regularization unnecessary for boosting?. AISTATS 2001 share record
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Nebojsa Jojic , Patrice Y. Simard , Brendan J. Frey , David Heckerman : Learning mixtures of smooth, nonuniform deformation models for probabilistic image matching. AISTATS 2001 share record
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Mehmet Kayaalp , Gregory F. Cooper , Gilles Clermont : Predicting with Variables Constructed from Temporal Sequences. AISTATS 2001 export record
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conf/aistats/KipersztokW01 share record
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Oscar Kipersztok , Haiqin Wang : Another look at sensitivity of Bayesian networks to imprecise probabilities. AISTATS 2001 export record
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conf/aistats/KontkanenMT01 share record
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Petri Kontkanen , Petri Myllymäki , Henry Tirri : Comparing Prequential Model Selection Criteria in Supervised Learning of Mixture Models. AISTATS 2001 share record
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Martin H. C. Law , James Tin-Yau Kwok : Bayesian Support Vector Regression. AISTATS 2001 share record
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Neil D. Lawrence : Variational Learning for Multi-Layer Networks of Linear Threshold Units. AISTATS 2001 share record
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Lillian Lee : On the effectiveness of the skew divergence for statistical language analysis. AISTATS 2001 share record
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Subramani Mani , Gregory F. Cooper : A Simulation Study of Three Related Causal Data Mining Algorithms. AISTATS 2001 share record
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Christopher Meek : Finding a path is harder than finding a tree. AISTATS 2001