← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Bayesian Inference

518 directly classified papers

Papers per year

Papers

Spatial Normalized Gamma Processes NIPS 2009
Perturbation Corrections in Approximate Inference: Mixture Modelling Applications JMLR 2009
Bayesian estimation of orientation preference maps NIPS 2009
Indian Buffet Processes with Power-law Behavior NIPS 2009
Bayesian Belief Polarization NIPS 2009
Bayesian Sparse Factor Models and DAGs Inference and Comparison NIPS 2009
Continuously-adaptive discretization for message-passing algorithms NIPS 2008
Adaptive Body Scheme Models for Robust Robotic Manipulation RSS 2008
Model selection and velocity estimation using novel priors for motion patterns NIPS 2008
How memory biases affect information transmission: A rational analysis of serial reproduction NIPS 2008
Load and Attentional Bayes NIPS 2008
The Mondrian Process NIPS 2008
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NIPS 2008
Finding Optimal Bayesian Network Given a Super-Structure JMLR 2008
Sequential effects: Superstition or rational behavior? NIPS 2008
Bayesian Synchronous Grammar Induction NIPS 2008
Efficient Bayesian Inference for Dynamically Changing Graphs NIPS 2007
Markov Chain Monte Carlo with People NIPS 2007
Discovering Weakly-Interacting Factors in a Complex Stochastic Process NIPS 2007
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior NIPS 2007
A Bayesian Model of Conditioned Perception NIPS 2007
Optimal models of sound localization by barn owls NIPS 2007
Comparing Bayesian models for multisensory cue combination without mandatory integration NIPS 2007
Active Policy Learning for Robot Planning and Exploration under Uncertainty RSS 2007
A neural network implementing optimal state estimation based on dynamic spike train decoding NIPS 2007