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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

1
16
133
440
1,353
1,441
2000
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Papers (including subtopics)

Evolving Action Abstractions for Real-Time Planning in Extensive-Form Games AAAI 2019 Evolving Solutions to Community-Structured Satisfiability Formulas AAAI 2019 Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019 Exact Bernoulli Scan Statistics using Binary Decision Diagrams IJCAI 2019 Exact Clustering of Weighted Graphs via Semidefinite Programming JMLR 2019 Exact Combinatorial Optimization with Graph Convolutional Neural Networks NeurIPS 2019 Exact sampling of determinantal point processes with sublinear time preprocessing NeurIPS 2019 Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019 Exploiting Social Influence to Control Elections Based on Scoring Rules IJCAI 2019 Exploiting structure of uncertainty for efficient matroid semi-bandits ICML 2019 Exploring Algorithmic Fairness in Robust Graph Covering Problems NeurIPS 2019 Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks AISTATS 2019 Facility Location Problem in Differential Privacy Model Revisited NeurIPS 2019 Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery NeurIPS 2019 Fair Allocation of Indivisible Goods and Chores IJCAI 2019 Fair and Efficient Memory Sharing: Confronting Free Riders AAAI 2019 Fair Division with a Secretive Agent AAAI 2019 Fair Knapsack AAAI 2019 Fairly Allocating Many Goods with Few Queries AAAI 2019 Fairness Towards Groups of Agents in the Allocation of Indivisible Items IJCAI 2019 Fair Online Allocation of Perishable Goods and its Application to Electric Vehicle Charging IJCAI 2019 Fast Algorithm for Generalized Multinomial Models with Ranking Data ICML 2019 Fast Algorithms for Sparse Reduced-Rank Regression AISTATS 2019 Fast and Accurate Least-Mean-Squares Solvers NeurIPS 2019 Fast and Flexible Inference of Joint Distributions from their Marginals ICML 2019