conftrace_

beta process

15 papers

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Also known as

BP

Co-occurring keywords

bayesian nonparametrics (270) markov chain monte carlo (725) indian buffet process (40) bayesian inference (1907) variational inference (2069) dictionary learning (277) hidden markov model (302) sequential datum (72) gibbs sampling (201) sparse representation (297)

Papers

Joint Inference for Neural Network Depth and Dropout Regularization NIPS 2021
The Indian Chefs Process UAI 2020
A Birth-Death Process for Feature Allocation ICML 2017
Bayesian Sparse Representation for Hyperspectral Image Super Resolution CVPR 2015
An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process ICML 2015
Beta Process Multiple Kernel Learning CVPR 2014
Multi-task Sparse Learning with Beta Process Prior for Action Recognition CVPR 2013
Incremental Semantically Grounded Learning from Demonstration RSS 2013
Beta Process Joint Dictionary Learning for Coupled Feature Spaces with Application to Single Image Super-Resolution CVPR 2013
Nonparametric Bayesian Models for Unsupervised Scene Analysis and Reconstruction RSS 2012
Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data NIPS 2012
Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012
The Kernel Beta Process NIPS 2011
Sharing Features among Dynamical Systems with Beta Processes NIPS 2009
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NIPS 2009