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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)

The Value Function Polytope in Reinforcement Learning ICML 2019
Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations ICML 2019
Stochastic Deep Networks ICML 2019
Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019
Optimal Auctions through Deep Learning ICML 2019
Sequential Facility Location: Approximate Submodularity and Greedy Algorithm ICML 2019
Improved Convergence for $\ell_1$ and $\ell_∞$ Regression via Iteratively Reweighted Least Squares ICML 2019
Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity ICML 2019
Multi-Frequency Vector Diffusion Maps ICML 2019
Decentralized Exploration in Multi-Armed Bandits ICML 2019
Almost surely constrained convex optimization ICML 2019
Online Meta-Learning ICML 2019
Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019
Fast and Flexible Inference of Joint Distributions from their Marginals ICML 2019
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio ICML 2019
Multi-Frequency Phase Synchronization ICML 2019
A Theory of Regularized Markov Decision Processes ICML 2019
Partially Linear Additive Gaussian Graphical Models ICML 2019
Learning and Data Selection in Big Datasets ICML 2019
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes ICML 2019
Online Algorithms for Rent-Or-Buy with Expert Advice ICML 2019
Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019
Obtaining Fairness using Optimal Transport Theory ICML 2019
Adaptive Sensor Placement for Continuous Spaces ICML 2019
Fast Algorithm for Generalized Multinomial Models with Ranking Data ICML 2019