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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)

A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming ICML 2018 A Constructive Approach to L_0 Penalized Regression JMLR 2018 A Convex Duality Framework for GANs NeurIPS 2018 A convex program for bilinear inversion of sparse vectors NeurIPS 2018 A COP Model for Graph-Constrained Coalition Formation (Extended Abstract) IJCAI 2018 AdaGeo: Adaptive Geometric Learning for Optimization and Sampling AISTATS 2018 Adaptation to Easy Data in Prediction with Limited Advice NeurIPS 2018 Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits ICML 2018 Adaptive Group Testing Algorithms to Estimate the Number of Defectives ALT 2018 Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NeurIPS 2018 Adaptive Online Learning in Dynamic Environments NeurIPS 2018 Adaptive Sampling for Coarse Ranking AISTATS 2018 Adaptive Three Operator Splitting ICML 2018 Adaptivity to Smoothness in X-armed bandits COLT 2018 A Decentralised Approach to Intersection Traffic Management IJCAI 2018 A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning ICML 2018 A Distributed Second-Order Algorithm You Can Trust ICML 2018 ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018 A Dual Framework for Low-rank Tensor Completion NeurIPS 2018 Adversarial Attacks on Stochastic Bandits NeurIPS 2018 Adversarially Robust Optimization with Gaussian Processes NeurIPS 2018 Adversarial Regression for Detecting Attacks in Cyber-Physical Systems IJCAI 2018 Adversarial Task Assignment IJCAI 2018 A Fast Algorithm for Generalized Arc Consistency of the Alldifferent Constraint IJCAI 2018 A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths IJCAI 2018