TypeName FilesAddedSizeDLs
EP-GIG Priors and Applications in Bayesian Sparse Learning 1 2014-04-28 1.23MB 40 0
Finding Optimal Bayesian Network Given a Super-Structure 1 2014-04-28 356.67kB 381+ 0
Characterizing the Function Space for Bayesian Kernel Models 1 2014-04-28 228.85kB 381+ 0
Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation 1 2014-04-28 140.34kB 33 0
Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian Networks 1 2014-04-28 120.69kB 381+ 0
Bayesian Co-Training 1 2014-04-28 377.65kB 401+ 0
An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems 1 2014-04-28 560.99kB 36 0
Bayesian Network Learning with Parameter Constraints (Special Topic on Machine Learning and Optimization) 1 2014-04-28 259.55kB 521+ 0
A Bayesian Approximation Method for Online Ranking 1 2014-04-28 236.16kB 491+ 0
A New Probabilistic Approach in Rank Regression with Optimal Bayesian Partitioning (Special Topic on Model Selection) 1 2014-04-28 1.13MB 33 0
Asymptotic Model Selection for Naive Bayesian Networks 1 2014-04-28 1.08MB 34 0
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters (Special Topic on Model Selection) 1 2014-04-28 153.71kB 381+ 0
Theoretical Analysis of Bayesian Matrix Factorization 1 2014-04-28 581.48kB 43 0
Bayesian Generalized Kernel Mixed Models 1 2014-04-28 340.76kB 401+ 0
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood 1 2014-04-28 447.14kB 383+ 0
Bayesian Quadratic Discriminant Analysis 1 2014-04-28 196.90kB 341+ 0
Parallel Algorithm for Learning Optimal Bayesian Network Structure 1 2014-04-28 394.24kB 431+ 0
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes 1 2014-04-28 372.87kB 471+ 0
Inner Product Spaces for Bayesian Networks 1 2014-04-28 164.61kB 321+ 0
Efficient Structure Learning of Bayesian Networks using Constraints 1 2014-04-28 215.95kB 371+ 0