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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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14833
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Papers (including subtopics)

Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NIPS 2012
Slice Normalized Dynamic Markov Logic Networks NIPS 2012
Continuous Relaxations for Discrete Hamiltonian Monte Carlo NIPS 2012
Learning with Target Prior NIPS 2012
Multiplicative Forests for Continuous-Time Processes NIPS 2012
Variational Inference for Crowdsourcing NIPS 2012
Tractable Objectives for Robust Policy Optimization NIPS 2012
Robustness and risk-sensitivity in Markov decision processes NIPS 2012
Majorization for CRFs and Latent Likelihoods NIPS 2012
Bayesian Warped Gaussian Processes NIPS 2012
Affine Independent Variational Inference NIPS 2012
Entangled Monte Carlo NIPS 2012
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NIPS 2012
Learning curves for multi-task Gaussian process regression NIPS 2012
Random function priors for exchangeable arrays with applications to graphs and relational data NIPS 2012
Bayesian Pedigree Analysis using Measure Factorization NIPS 2012
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NIPS 2012
Multilabel Classification using Bayesian Compressed Sensing NIPS 2012
Online Sum-Product Computation Over Trees NIPS 2012
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012
Expectation Propagation in Gaussian Process Dynamical Systems NIPS 2012
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression NIPS 2012
Projection Retrieval for Classification NIPS 2012
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NIPS 2012