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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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Papers (including subtopics)

Approximate inference in latent Gaussian-Markov models from continuous time observations NIPS 2013
A simple example of Dirichlet process mixture inconsistency for the number of components NIPS 2013
Bayesian entropy estimation for binary spike train data using parametric prior knowledge NIPS 2013
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NIPS 2013
Annealing between distributions by averaging moments NIPS 2013
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NIPS 2013
Learning from Limited Demonstrations NIPS 2013
Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths NIPS 2013
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal NIPS 2013
Guided Monte Carlo Tree Search for Planning in Learned Environments ACML 2013
Linear Approximation to ADMM for MAP inference ACML 2013
The Multi-Task Learning View of Multimodal Data ACML 2013
A unifying representation for a class of dependent random measures AISTATS 2013
Diagonal Orthant Multinomial Probit Models AISTATS 2013
Reconstructing ecological networks with hierarchical Bayesian regression and Mondrian processes AISTATS 2013
Meta-Transportability of Causal Effects: A Formal Approach AISTATS 2013
Efficiently Sampling Probabilistic Programs via Program Analysis AISTATS 2013
A simple criterion for controlling selection bias AISTATS 2013
Deep Gaussian Processes AISTATS 2013
Data-driven covariate selection for nonparametric estimation of causal effects AISTATS 2013
Active Learning for Interactive Visualization AISTATS 2013
Exact Learning of Bounded Tree-width Bayesian Networks AISTATS 2013
Learning Markov Networks With Arithmetic Circuits AISTATS 2013
Thompson Sampling in Switching Environments with Bayesian Online Change Detection AISTATS 2013
Bayesian Structure Learning for Functional Neuroimaging AISTATS 2013