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Artificial Intelligence

72,274 papers (0 classified directly here)

Subtopics

Core AI (59,089) Learning Paradigms (14,108) Bayesian & Probabilistic (4,335)

Papers per year

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22
193
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14833
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Papers (including subtopics)

Spectral Methods for Learning Multivariate Latent Tree Structure NIPS 2011
Query-Aware MCMC NIPS 2011
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NIPS 2011
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories NIPS 2011
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints NIPS 2011
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NIPS 2011
Testing a Bayesian Measure of Representativeness Using a Large Image Database NIPS 2011
Dynamical segmentation of single trials from population neural data NIPS 2011
Image Parsing with Stochastic Scene Grammar NIPS 2011
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
MAP Inference for Bayesian Inverse Reinforcement Learning NIPS 2011
Spatial distance dependent Chinese restaurant processes for image segmentation NIPS 2011
Autonomous Learning of Action Models for Planning NIPS 2011
Hierarchically Supervised Latent Dirichlet Allocation NIPS 2011
Additive Gaussian Processes NIPS 2011
Sparse Bayesian Multi-Task Learning NIPS 2011
Message-Passing for Approximate MAP Inference with Latent Variables NIPS 2011
Kernel Bayes' Rule NIPS 2011
An Application of Tree-Structured Expectation Propagation for Channel Decoding NIPS 2011
Non-conjugate Variational Message Passing for Multinomial and Binary Regression NIPS 2011
Modelling Genetic Variations using Fragmentation-Coagulation Processes NIPS 2011
Uniqueness of Belief Propagation on Signed Graphs NIPS 2011
Bayesian Spike-Triggered Covariance Analysis NIPS 2011
Learning to Learn with Compound HD Models NIPS 2011
Object Detection with Grammar Models NIPS 2011