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Bayesian Inference

1724 directly classified papers

Papers per year

Papers

Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Integrated Non-Factorized Variational Inference NIPS 2013
Bayesian inference for low rank spatiotemporal neural receptive fields NIPS 2013
Learning Feature Selection Dependencies in Multi-task Learning NIPS 2013
Sparse Adaptive Dirichlet-Multinomial-like Processes COLT 2013
Bayesian learning of joint distributions of objects AISTATS 2013
Diagonal Orthant Multinomial Probit Models AISTATS 2013
Reconstructing ecological networks with hierarchical Bayesian regression and Mondrian processes AISTATS 2013
Gaussian Process Conditional Copulas with Applications to Financial Time Series NIPS 2013
Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests NIPS 2013
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NIPS 2013
Relevance Topic Model for Unstructured Social Group Activity Recognition NIPS 2013
Locally Adaptive Bayesian Multivariate Time Series NIPS 2013
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NIPS 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013
Multi-image Blind Deblurring Using a Coupled Adaptive Sparse Prior CVPR 2013
Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization CVPR 2013
Whitened Expectation Propagation: Non-Lambertian Shape from Shading and Shadow CVPR 2013
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NIPS 2012
Variational Bayesian Matching ACML 2012
Scalable Inference of Overlapping Communities NIPS 2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
A Polynomial-time Form of Robust Regression NIPS 2012
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NIPS 2012