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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)

Testing Symmetric Markov Chains Without Hitting COLT 2019
Fast Mean Estimation with Sub-Gaussian Rates COLT 2019
Pure entropic regularization for metrical task systems COLT 2019
Artificial Constraints and Hints for Unbounded Online Learning COLT 2019
Combining Online Learning Guarantees COLT 2019
Space lower bounds for linear prediction in the streaming model COLT 2019
Is your function low dimensional? COLT 2019
Fast determinantal point processes via distortion-free intermediate sampling COLT 2019
Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression COLT 2019
Communication and Memory Efficient Testing of Discrete Distributions COLT 2019
Testing Identity of Multidimensional Histograms COLT 2019
Lower Bounds for Parallel and Randomized Convex Optimization COLT 2019
Sharp Analysis for Nonconvex SGD Escaping from Saddle Points COLT 2019
Achieving the Bayes Error Rate in Stochastic Block Model by SDP, Robustly COLT 2019
Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019
The Complexity of Making the Gradient Small in Stochastic Convex Optimization COLT 2019
Optimal Tensor Methods in Smooth Convex and Uniformly ConvexOptimization COLT 2019
Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-th Derivatives COLT 2019
Learning Ising Models with Independent Failures COLT 2019
Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature COLT 2019
Better Algorithms for Stochastic Bandits with Adversarial Corruptions COLT 2019
Tight analyses for non-smooth stochastic gradient descent COLT 2019
How Hard is Robust Mean Estimation? COLT 2019
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition COLT 2019
Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019