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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)

Simple and Fast Algorithm for Binary Integer and Online Linear Programming NIPS 2020
Learning Rich Rankings NIPS 2020
Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation NIPS 2020
Optimal Learning from Verified Training Data NIPS 2020
Online Linear Optimization with Many Hints NIPS 2020
Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NIPS 2020
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NIPS 2020
Optimal Query Complexity of Secure Stochastic Convex Optimization NIPS 2020
Dynamic Submodular Maximization NIPS 2020
Inference for Batched Bandits NIPS 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NIPS 2020
Limits on Testing Structural Changes in Ising Models NIPS 2020
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms NIPS 2020
Information theoretic limits of learning a sparse rule NIPS 2020
Optimal Best-arm Identification in Linear Bandits NIPS 2020
Private Identity Testing for High-Dimensional Distributions NIPS 2020
Stochastic Optimization with Laggard Data Pipelines NIPS 2020
Truncated Linear Regression in High Dimensions NIPS 2020
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits NIPS 2020
Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration NIPS 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
Adaptive Shrinkage Estimation for Streaming Graphs NIPS 2020
Non-Euclidean Universal Approximation NIPS 2020
High-Dimensional Sparse Linear Bandits NIPS 2020
Non-Stochastic Control with Bandit Feedback NIPS 2020