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Bayesian Inference

518 directly classified papers

Papers per year

Papers

Fast Variational Inference for Large-scale Internet Diagnosis NIPS 2007
Neural characterization in partially observed populations of spiking neurons NIPS 2007
Catching Up Faster in Bayesian Model Selection and Model Averaging NIPS 2007
Causal inference in sensorimotor integration NIPS 2006
Parameter Expanded Variational Bayesian Methods NIPS 2006
TrueSkill™: A Bayesian Skill Rating System NIPS 2006
A Bayesian Approach to Diffusion Models of Decision-Making and Response Time NIPS 2006
Bayesian Ensemble Learning NIPS 2006
Bayesian Image Super-resolution, Continued NIPS 2006
Multiple timescales and uncertainty in motor adaptation NIPS 2006
Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization NIPS 2006
Theory and Dynamics of Perceptual Bistability NIPS 2006
Context Effects in Category Learning: An Investigation of Four Probabilistic Models NIPS 2006
Optimal Change-Detection and Spiking Neurons NIPS 2006
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NIPS 2006
Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NIPS 2006
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space NIPS 2006
On Inclusion-Driven Learning of Bayesian Networks JMLR 2003