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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)

The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling AISTATS 2011
Polytope samplers for inference in ill-posed inverse problems AISTATS 2011
Switch-Reset Models : Exact and Approximate Inference AISTATS 2011
Concave Gaussian Variational Approximations for Inference in Large-Scale Bayesian Linear Models AISTATS 2011
Multiscale Community Blockmodel for Network Exploration AISTATS 2011
Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks AISTATS 2011
Optimal Distributed Market-Based Planning for Multi-Agent Systems with Shared Resources AISTATS 2011
Approximate inference for the loss-calibrated Bayesian AISTATS 2011
Hidden-Unit Conditional Random Fields AISTATS 2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning AISTATS 2011
Online Learning of Multiple Tasks and Their Relationships AISTATS 2011
Fast Convergent Algorithms for Expectation Propagation Approximate Bayesian Inference AISTATS 2011
Mixed Cumulative Distribution Networks AISTATS 2011
Asymptotic Theory for Linear-Chain Conditional Random Fields AISTATS 2011
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Kernel Belief Propagation AISTATS 2011
Machine Learning Markets AISTATS 2011
The Sample Complexity of Self-Verifying Bayesian Active Learning AISTATS 2011
An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011
Regret Bounds for the Adaptive Control of Linear Quadratic Systems COLT 2011
Blackwell Approachability and No-Regret Learning are Equivalent COLT 2011
Sample Complexity Bounds for Differentially Private Learning COLT 2011
Robust approachability and regret minimization in games with partial monitoring COLT 2011
Online Learning: Beyond Regret COLT 2011