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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Neyman-Pearson classification under a strict constraint COLT 2011
Optimal aggregation of affine estimators COLT 2011
Contextual Bandits with Similarity Information COLT 2011
Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011
Bounds on Individual Risk for Log-loss Predictors COLT 2011
A simple multi-armed bandit algorithm with optimal variation-bounded regret COLT 2011
Monotone multi-armed bandit allocations COLT 2011
Improved Moves for Truncated Convex Models JMLR 2011
Online Learning in Case of Unbounded Losses Using Follow the Perturbed Leader Algorithm JMLR 2011
A Bayesian Approximation Method for Online Ranking JMLR 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
Models of Cooperative Teaching and Learning JMLR 2011
Variable Sparsity Kernel Learning JMLR 2011
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach JMLR 2011
Parameter Screening and Optimisation for ILP using Designed Experiments JMLR 2011
Information, Divergence and Risk for Binary Experiments JMLR 2011
Sparse Linear Identifiable Multivariate Modeling JMLR 2011
Forest Density Estimation JMLR 2011
Anechoic Blind Source Separation Using Wigner Marginals JMLR 2011
Better Algorithms for Benign Bandits JMLR 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Learning a Robust Relevance Model for Search Using Kernel Methods JMLR 2011
Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for Sparsity Regularized Estimation JMLR 2011
Double Updating Online Learning JMLR 2011
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates JMLR 2011