Jiang, Wenxin

11 publications

COLT 2013 General Oracle Inequalities for Gibbs Posterior with Application to Ranking Cheng Li, Wenxin Jiang, Martin A. Tanner

JMLR 2009 On Uniform Deviations of General Empirical Risks with Unboundedness, Dependence, and High Dimensionality Wenxin Jiang

ICML 2006 A Note on Mixtures of Experts for Multiclass Responses: Approximation Rate and Consistent Bayesian Inference Yang Ge, Wenxin Jiang

NeCo 2004 Boosting with Noisy Data: Some Views from Statistical Theory Wenxin Jiang

NeCo 2002 Factorial Hidden Markov Models and the Generalized Backfitting Algorithm Robert A. Jacobs, Wenxin Jiang, Martin A. Tanner

AISTATS 2001 Is Regularization Unnecessary for Boosting? Wenxin Jiang

ICML 2001 Some Theoretical Aspects of Boosting in the Presence of Noisy Data Wenxin Jiang

NeCo 2000 The VC Dimension for Mixtures of Binary Classifiers Wenxin Jiang

AISTATS 1999 Hierarchical Mixtures-of-Experts for Generalized Linear Models: Some Results on Denseness and Consistency Wenxin Jiang, Martin A. Tanner

NeCo 1999 On the Approximation Rate of Hierarchical Mixtures-of-Experts for Generalized Linear Models Wenxin Jiang, Martin A. Tanner

UAI 1998 Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results Wenxin Jiang, Martin A. Tanner