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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
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2000
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Papers (including subtopics)

Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NeurIPS 2023 Closing the gap between the upper bound and lower bound of Adam's iteration complexity NeurIPS 2023 ClusterFuG: Clustering Fully connected Graphs by Multicut ICML 2023 Clustering What Matters: Optimal Approximation for Clustering with Outliers AAAI 2023 CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure AutoML 2023 CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ACL 2023 CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023 Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023 Collusion-Proof and Sybil-Proof Reward Mechanisms for Query Incentive Networks AAAI 2023 Combinatorial categorized bandits with expert rankings UAI 2023 Combinatorial Causal Bandits AAAI 2023 Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation AAAI 2023 Combinatorial Group Testing with Selfish Agents NeurIPS 2023 Combinatorial Optimization and Reasoning with Graph Neural Networks JMLR 2023 Combining Slow and Fast: Complementary Filtering for Dynamics Learning AAAI 2023 Communication-Constrained Bandits under Additive Gaussian Noise ICML 2023 Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation ICML 2023 Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix COLT 2023 Competing against Adaptive Strategies in Online Learning via Hints AISTATS 2023 Competing for Shareable Arms in Multi-Player Multi-Armed Bandits ICML 2023 Competition, Alignment, and Equilibria in Digital Marketplaces AAAI 2023 Competitive Gradient Optimization ICML 2023 Complexity Analysis of a Countable-armed Bandit Problem ALT 2023 Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning ICML 2023 Complexity Results and Exact Algorithms for Fair Division of Indivisible Items: A Survey IJCAI 2023