Bayesian Generalized Kernel Models
暂无分享,去创建一个
Zhihua Zhang | Donghui Wang | Michael I. Jordan | Guang Dai | Zhihua Zhang | Guang Dai | Donghui Wang
[1] B. Silverman,et al. Some Aspects of the Spline Smoothing Approach to Non‐Parametric Regression Curve Fitting , 1985 .
[2] R. Parker,et al. Discussion of Dr Silverman''s paper , 1985 .
[3] Grace Wahba,et al. Spline Models for Observational Data , 1990 .
[4] S. Chib,et al. Bayesian analysis of binary and polychotomous response data , 1993 .
[5] P. Green. Reversible jump Markov chain Monte Carlo computation and Bayesian model determination , 1995 .
[6] R. Kohn,et al. Nonparametric regression using Bayesian variable selection , 1996 .
[7] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[8] D. Madigan,et al. Bayesian Model Averaging for Linear Regression Models , 1997 .
[9] E. George,et al. APPROACHES FOR BAYESIAN VARIABLE SELECTION , 1997 .
[10] Ji Zhu,et al. Kernel Logistic Regression and the Import Vector Machine , 2001, NIPS.
[11] Robert Kohn,et al. Nonparametric regression using linear combinations of basis functions , 2001, Stat. Comput..
[12] George Eastman House,et al. Sparse Bayesian Learning and the Relevance Vector Machine , 2001 .
[13] Matthew West,et al. Bayesian factor regression models in the''large p , 2003 .
[14] Mário A. T. Figueiredo. Adaptive Sparseness for Supervised Learning , 2003, IEEE Trans. Pattern Anal. Mach. Intell..
[15] Gunnar Rätsch,et al. Soft Margins for AdaBoost , 2001, Machine Learning.
[16] Marina Vannucci,et al. Bayesian Variable Selection in Multinomial Probit Models to Identify Molecular Signatures of Disease Stage , 2004, Biometrics.
[17] Peter Sollich,et al. Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities , 2002, Machine Learning.
[18] P. Green,et al. Bayesian Variable Selection and the Swendsen-Wang Algorithm , 2004 .
[19] B. Mallick,et al. Bayesian classification of tumours by using gene expression data , 2005 .
[20] Zhihua Zhang,et al. Bayesian Multicategory Support Vector Machines , 2006, UAI.
[21] C. Holmes,et al. Bayesian auxiliary variable models for binary and multinomial regression , 2006 .
[22] Zhihua Zhang,et al. Posterior Consistency of the Silverman g-prior in Bayesian Model Choice , 2008, NIPS.