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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)

Distributed Newton Can Communicate Less and Resist Byzantine Workers NIPS 2020
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees NIPS 2020
Hybrid Models for Learning to Branch NIPS 2020
Worst-Case Analysis for Randomly Collected Data NIPS 2020
Truthful Data Acquisition via Peer Prediction NIPS 2020
Precise expressions for random projections: Low-rank approximation and randomized Newton NIPS 2020
Decentralized Accelerated Proximal Gradient Descent NIPS 2020
Making Non-Stochastic Control (Almost) as Easy as Stochastic NIPS 2020
Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization NIPS 2020
Choice Bandits NIPS 2020
What if Neural Networks had SVDs? NIPS 2020
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NIPS 2020
A Tight Lower Bound and Efficient Reduction for Swap Regret NIPS 2020
OTLDA: A Geometry-aware Optimal Transport Approach for Topic Modeling NIPS 2020
Weak Form Generalized Hamiltonian Learning NIPS 2020
One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers NIPS 2020
Revisiting Frank-Wolfe for Polytopes: Strict Complementarity and Sparsity NIPS 2020
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev NIPS 2020
Content Provider Dynamics and Coordination in Recommendation Ecosystems NIPS 2020
Hedging in games: Faster convergence of external and swap regrets NIPS 2020
Time-Reversal Symmetric ODE Network NIPS 2020
Provable Overlapping Community Detection in Weighted Graphs NIPS 2020
Fast Unbalanced Optimal Transport on a Tree NIPS 2020
Acceleration with a Ball Optimization Oracle NIPS 2020
Linear-Sample Learning of Low-Rank Distributions NIPS 2020