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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)

Uncertainty Quantification for Inferring Hawkes Networks NIPS 2020
Small Nash Equilibrium Certificates in Very Large Games NIPS 2020
Interior Point Solving for LP-based prediction+optimisation NIPS 2020
Fair regression with Wasserstein barycenters NIPS 2020
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method NIPS 2020
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems NIPS 2020
Preference learning along multiple criteria: A game-theoretic perspective NIPS 2020
Online Neural Connectivity Estimation with Noisy Group Testing NIPS 2020
Implicit Neural Representations with Periodic Activation Functions NIPS 2020
Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian NIPS 2020
Geometric Exploration for Online Control NIPS 2020
Estimating weighted areas under the ROC curve NIPS 2020
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows NIPS 2020
Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent NIPS 2020
Finite-Time Analysis of Round-Robin Kullback-Leibler Upper Confidence Bounds for Optimal Adaptive Allocation with Multiple Plays and Markovian Rewards NIPS 2020
Deep Statistical Solvers NIPS 2020
Distributionally Robust Parametric Maximum Likelihood Estimation NIPS 2020
Secretary and Online Matching Problems with Machine Learned Advice NIPS 2020
Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree NIPS 2020
The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models NIPS 2020
Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms NIPS 2020
Adversarial Blocking Bandits NIPS 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice NIPS 2020
An efficient nonconvex reformulation of stagewise convex optimization problems NIPS 2020
From Finite to Countable-Armed Bandits NIPS 2020