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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)

Conic Descent and its Application to Memory-efficient Optimization over Positive Semidefinite Matrices NIPS 2020
Learning the Geometry of Wave-Based Imaging NIPS 2020
Estimation of Skill Distribution from a Tournament NIPS 2020
Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards NIPS 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks NIPS 2020
Optimal Prediction of the Number of Unseen Species with Multiplicity NIPS 2020
Factor Graph Neural Networks NIPS 2020
Baxter Permutation Process NIPS 2020
Adaptive Probing Policies for Shortest Path Routing NIPS 2020
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models NIPS 2020
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs NIPS 2020
Sliding Window Algorithms for k-Clustering Problems NIPS 2020
COT-GAN: Generating Sequential Data via Causal Optimal Transport NIPS 2020
Understanding spiking networks through convex optimization NIPS 2020
Better Full-Matrix Regret via Parameter-Free Online Learning NIPS 2020
Large-Scale Methods for Distributionally Robust Optimization NIPS 2020
Bandit Linear Control NIPS 2020
Learning to Play Sequential Games versus Unknown Opponents NIPS 2020
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits NIPS 2020
Towards a Combinatorial Characterization of Bounded-Memory Learning NIPS 2020
Chaos, Extremism and Optimism: Volume Analysis of Learning in Games NIPS 2020
On Regret with Multiple Best Arms NIPS 2020
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond NIPS 2020
Myersonian Regression NIPS 2020
Projection Robust Wasserstein Distance and Riemannian Optimization NIPS 2020