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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Learn2Hop: Learned Optimization on Rough Landscapes ICML 2021
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games ICML 2021
Outlier-Robust Optimal Transport ICML 2021
Oblivious Sketching for Logistic Regression ICML 2021
No-regret Algorithms for Capturing Events in Poisson Point Processes ICML 2021
Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021
Geometric convergence of elliptical slice sampling ICML 2021
Incentivizing Compliance with Algorithmic Instruments ICML 2021
Value-at-Risk Optimization with Gaussian Processes ICML 2021
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction ICML 2021
Sparsity-Agnostic Lasso Bandit ICML 2021
Leveraging Good Representations in Linear Contextual Bandits ICML 2021
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data ICML 2021
Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation ICML 2021
Optimal Counterfactual Explanations in Tree Ensembles ICML 2021
Homomorphic Sensing: Sparsity and Noise ICML 2021
Modelling Behavioural Diversity for Learning in Open-Ended Games ICML 2021
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization ICML 2021
Oneshot Differentially Private Top-k Selection ICML 2021
Enhancing Robustness of Neural Networks through Fourier Stabilization ICML 2021
Best Arm Identification in Graphical Bilinear Bandits ICML 2021
An Algorithm for Stochastic and Adversarial Bandits with Switching Costs ICML 2021
Stochastic Sign Descent Methods: New Algorithms and Better Theory ICML 2021
Adversarial Dueling Bandits ICML 2021
Dueling Convex Optimization ICML 2021