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Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

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Papers (including subtopics)

Distribution-Free Distribution Regression AISTATS 2013
Localization and Adaptation in Online Learning AISTATS 2013
A recursive estimate for the predictive likelihood in a topic model AISTATS 2013
Detecting Activations over Graphs using Spanning Tree Wavelet Bases AISTATS 2013
Changepoint Detection over Graphs with the Spectral Scan Statistic AISTATS 2013
Central Limit Theorems for Conditional Markov Chains AISTATS 2013
Statistical Tests for Contagion in Observational Social Network Studies AISTATS 2013
Completeness Results for Lifted Variable Elimination AISTATS 2013
Supervised Sequential Classification Under Budget Constraints AISTATS 2013
On the Asymptotic Optimality of Maximum Margin Bayesian Networks AISTATS 2013
Collapsed Variational Bayesian Inference for Hidden Markov Models AISTATS 2013
Block Regularized Lasso for Multivariate Multi-Response Linear Regression AISTATS 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013
Scoring anomalies: a M-estimation formulation AISTATS 2013
Open Problem: Adversarial Multiarmed Bandits with Limited Advice COLT 2013
Open Problem: Fast Stochastic Exp-Concave Optimization COLT 2013
Open Problem: Lower bounds for Boosting with Hadamard Matrices COLT 2013
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013
A Theoretical Analysis of NDCG Type Ranking Measures COLT 2013
Excess risk bounds for multitask learning with trace norm regularization COLT 2013
Honest Compressions and Their Application to Compression Schemes COLT 2013
The price of bandit information in multiclass online classification COLT 2013