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Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

Papers per year

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16
133
440
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2000
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Papers (including subtopics)

Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022 Single-Agent Dynamics in Additively Separable Hedonic Games AAAI 2022 Single Loop Gaussian Homotopy Method for Non-convex Optimization NeurIPS 2022 Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity NeurIPS 2022 Single-Peaked Opinion Updates IJCAI 2022 SIXO: Smoothing Inference with Twisted Objectives NeurIPS 2022 Sketching Algorithms and Lower Bounds for Ridge Regression ICML 2022 Sliced Wasserstein variational inference ACML 2022 Sliding-Seeking Control: Model-Free Optimization with Safety Constraints L4DC 2022 Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data AAAI 2022 Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022 Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor NeurIPS 2022 Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions NeurIPS 2022 Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee JMLR 2022 SMT-based weighted model integration with structure awareness UAI 2022 SnAKe: Bayesian Optimization with Pathwise Exploration NeurIPS 2022 Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics AISTATS 2022 Social Aware Assignment of Passengers in Ridesharing (Student Abstract) AAAI 2022 Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations NeurIPS 2022 Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization AAAI 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 Solving L1-regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation JMLR 2022 Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality JMLR 2022 Solving Marginal MAP Exactly by Probabilistic Circuit Transformations AISTATS 2022 Solving Multi-Arm Bandit Using a Few Bits of Communication AISTATS 2022