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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
1,353
1,441
2000
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Papers (including subtopics)

Model Shapley: Equitable Model Valuation with Black-box Access NeurIPS 2023 Moments, Random Walks, and Limits for Spectrum Approximation COLT 2023 Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps ICML 2023 Motion Planning (In)feasibility Detection using a Prior Roadmap via Path and Cut Search RSS 2023 Multi-Agent Intention Recognition and Progression IJCAI 2023 Multi-Agent Learning with Heterogeneous Linear Contextual Bandits NeurIPS 2023 Multiagent MST Cover: Pleasing All Optimally via a Simple Voting Rule AAAI 2023 Multi-agent Online Scheduling: MMS Allocations for Indivisible Items ICML 2023 Multi-channel Autobidding with Budget and ROI Constraints ICML 2023 Multi-Fidelity Bayesian Optimization with Unreliable Information Sources AISTATS 2023 Multi-Fidelity Multi-Armed Bandits Revisited NeurIPS 2023 Multi-Objective GFlowNets ICML 2023 Multi-Objective Online Learning ICLR 2023 Multi-objective Search via Lazy and Efficient Dominance Checks IJCAI 2023 Multiplayer Performative Prediction: Learning in Decision-Dependent Games JMLR 2023 Multi-Player Zero-Sum Markov Games with Networked Separable Interactions NeurIPS 2023 Multiplier Bootstrap-based Exploration ICML 2023 Multi-Robot Coordination and Layout Design for Automated Warehousing IJCAI 2023 Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering ACL 2023 Multi-Stage Facility Location Problems with Transient Agents AAAI 2023 Multi-Swap k-Means++ NeurIPS 2023 Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum NeurIPS 2023 Multi-task Representation Learning for Pure Exploration in Bilinear Bandits NeurIPS 2023 Multi-Unit Auctions for Allocating Chance-Constrained Resources AAAI 2023 Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling JMLR 2023