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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)

Integrated Defense for Resilient Graph Matching ICML 2021
Solving high-dimensional parabolic PDEs using the tensor train format ICML 2021
Best Arm Identification in Graphical Bilinear Bandits ICML 2021
Principled Simplicial Neural Networks for Trajectory Prediction ICML 2021
An Algorithm for Stochastic and Adversarial Bandits with Switching Costs ICML 2021
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding ICML 2021
Stochastic Sign Descent Methods: New Algorithms and Better Theory ICML 2021
Adversarial Dueling Bandits ICML 2021
Dueling Convex Optimization ICML 2021
Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization ICML 2021
Low-Rank Sinkhorn Factorization ICML 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021
Pure Exploration and Regret Minimization in Matching Bandits ICML 2021
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
A Precise Performance Analysis of Support Vector Regression ICML 2021
Flow-based Attribution in Graphical Models: A Recursive Shapley Approach ICML 2021
Fast Sketching of Polynomial Kernels of Polynomial Degree ICML 2021
Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums ICML 2021
Oblivious Sketching-based Central Path Method for Linear Programming ICML 2021
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021
Reinforcement Learning for Cost-Aware Markov Decision Processes ICML 2021
Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap ICML 2021
Parallel tempering on optimized paths ICML 2021
Approximation Theory Based Methods for RKHS Bandits ICML 2021