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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)

Faster Algorithms for Testing under Conditional Sampling COLT 2015
Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015
Learning the dependence structure of rare events: a non-asymptotic study COLT 2015
Computational Lower Bounds for Community Detection on Random Graphs COLT 2015
Adaptive Recovery of Signals by Convex Optimization COLT 2015
Tensor principal component analysis via sum-of-square proofs COLT 2015
Fast Exact Matrix Completion with Finite Samples COLT 2015
On Learning Distributions from their Samples COLT 2015
MCMC Learning COLT 2015
Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem COLT 2015
Second-order Quantile Methods for Experts and Combinatorial Games COLT 2015
Algorithms for Lipschitz Learning on Graphs COLT 2015
Low Rank Matrix Completion with Exponential Family Noise COLT 2015
Achieving All with No Parameters: AdaNormalHedge COLT 2015
Correlation Clustering with Noisy Partial Information COLT 2015
Online Density Estimation of Bradley-Terry Models COLT 2015
First-order regret bounds for combinatorial semi-bandits COLT 2015
Partitioning Well-Clustered Graphs: Spectral Clustering Works! COLT 2015
Batched Bandit Problems COLT 2015
Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints COLT 2015
Generalized Mixability via Entropic Duality COLT 2015
On the Complexity of Bandit Linear Optimization COLT 2015
Minimax rates for memory-bounded sparse linear regression COLT 2015
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015
Regularized Linear Regression: A Precise Analysis of the Estimation Error COLT 2015