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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)

Contextual Bandits with Similarity Information COLT 2011
Agnostic KWIK learning and efficient approximate reinforcement learning COLT 2011
Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011
Minimax Algorithm for Learning Rotations COLT 2011
Missing Information Impediments to Learnability COLT 2011
Monotone multi-armed bandit allocations COLT 2011
Bayesian Generalized Kernel Mixed Models JMLR 2011
Logistic Stick-Breaking Process JMLR 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
Parameter Screening and Optimisation for ILP using Designed Experiments JMLR 2011
Inverse Reinforcement Learning in Partially Observable Environments JMLR 2011
Learning Transformation Models for Ranking and Survival Analysis JMLR 2011
Differentially Private Empirical Risk Minimization JMLR 2011
Anechoic Blind Source Separation Using Wigner Marginals JMLR 2011
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model JMLR 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Computationally Efficient Convolved Multiple Output Gaussian Processes JMLR 2011
-Armed Bandits JMLR 2011
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes JMLR 2011
Dirichlet Process Mixtures of Generalized Linear Models JMLR 2011
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization JMLR 2011
Producing Power-Law Distributions and Damping Word Frequencies with Two-Stage Language Models JMLR 2011
Parallel Algorithm for Learning Optimal Bayesian Network Structure JMLR 2011
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes JMLR 2011
Convergence Rates of Efficient Global Optimization Algorithms JMLR 2011