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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)

Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization ICML 2021
Low-Rank Sinkhorn Factorization ICML 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021
Pure Exploration and Regret Minimization in Matching Bandits ICML 2021
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
A Precise Performance Analysis of Support Vector Regression ICML 2021
Flow-based Attribution in Graphical Models: A Recursive Shapley Approach ICML 2021
Fast Sketching of Polynomial Kernels of Polynomial Degree ICML 2021
Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums ICML 2021
Oblivious Sketching-based Central Path Method for Linear Programming ICML 2021
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021
Reinforcement Learning for Cost-Aware Markov Decision Processes ICML 2021
Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation Gap ICML 2021
Parallel tempering on optimized paths ICML 2021
Approximation Theory Based Methods for RKHS Bandits ICML 2021
Supervised Tree-Wasserstein Distance ICML 2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts ICML 2021
Moreau-Yosida $f$-divergences ICML 2021
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism ICML 2021
Diffusion Earth Mover’s Distance and Distribution Embeddings ICML 2021
Bayesian Optimistic Optimisation with Exponentially Decaying Regret ICML 2021
A New Formalism, Method and Open Issues for Zero-Shot Coordination ICML 2021
Fast Projection Onto Convex Smooth Constraints ICML 2021
Online Graph Dictionary Learning ICML 2021