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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)

Online mirror descent and dual averaging: keeping pace in the dynamic case ICML 2020
Improved Optimistic Algorithms for Logistic Bandits ICML 2020
Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data ICML 2020
Why Are Learned Indexes So Effective? ICML 2020
p-Norm Flow Diffusion for Local Graph Clustering ICML 2020
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions ICML 2020
Stochastic bandits with arm-dependent delays ICML 2020
Can Stochastic Zeroth-Order Frank-Wolfe Method Converge Faster for Non-Convex Problems? ICML 2020
Online Convex Optimization in the Random Order Model ICML 2020
Black-Box Methods for Restoring Monotonicity ICML 2020
Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs ICML 2020
Private Counting from Anonymous Messages: Near-Optimal Accuracy with Vanishing Communication Overhead ICML 2020
Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos ICML 2020
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition ICML 2020
Streaming Submodular Maximization under a k-Set System Constraint ICML 2020
Optimal approximation for unconstrained non-submodular minimization ICML 2020
Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix ICML 2020
Stochastic Subspace Cubic Newton Method ICML 2020
Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems ICML 2020
Gradient-free Online Learning in Continuous Games with Delayed Rewards ICML 2020
Minimax Rate for Learning From Pairwise Comparisons in the BTL Model ICML 2020
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization ICML 2020
Optimizing Dynamic Structures with Bayesian Generative Search ICML 2020
Parameterized Rate-Distortion Stochastic Encoder ICML 2020
Graph Filtration Learning ICML 2020