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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 Bayesian Networks COLT 2017
Multi-Observation Elicitation COLT 2017
Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning COLT 2017
Nearly Optimal Sampling Algorithms for Combinatorial Pure Exploration COLT 2017
Tight Bounds for Bandit Combinatorial Optimization COLT 2017
Online Learning Without Prior Information COLT 2017
Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing COLT 2017
Ten Steps of EM Suffice for Mixtures of Two Gaussians COLT 2017
Learning Multivariate Log-concave Distributions COLT 2017
Greed Is Good: Near-Optimal Submodular Maximization via Greedy Optimization COLT 2017
A General Characterization of the Statistical Query Complexity COLT 2017
Stochastic Composite Least-Squares Regression with Convergence Rate $O(1/n)$ COLT 2017
ZigZag: A New Approach to Adaptive Online Learning COLT 2017
Memoryless Sequences for Differentiable Losses COLT 2017
Matrix Completion from $O(n)$ Samples in Linear Time COLT 2017
High Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transtition COLT 2017
Two-Sample Tests for Large Random Graphs Using Network Statistics COLT 2017
Effective Semisupervised Learning on Manifolds COLT 2017
Fast Rates for Empirical Risk Minimization of Strict Saddle Problems COLT 2017
Submodular Optimization under Noise COLT 2017
A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints COLT 2017
Bandits with Movement Costs and Adaptive Pricing COLT 2017
Sparse Stochastic Bandits COLT 2017
Fundamental limits of symmetric low-rank matrix estimation COLT 2017
Noisy Population Recovery from Unknown Noise COLT 2017