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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
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440
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2000
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Papers (including subtopics)

Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport ICML 2021 Information-constrained optimization: can adaptive processing of gradients help? NeurIPS 2021 Information Directed Sampling for Sparse Linear Bandits NeurIPS 2021 Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates NeurIPS 2021 Instance Specific Approximations for Submodular Maximization ICML 2021 Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits AISTATS 2021 Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization AAAI 2021 Intermediate Layer Optimization for Inverse Problems using Deep Generative Models ICML 2021 Interpretable Sequence Classification via Discrete Optimization AAAI 2021 Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021 Intervention Efficient Algorithms for Approximate Learning of Causal Graphs ALT 2021 Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021 Inverse Simulation: Reconstructing Dynamic Geometry of Clothed Humans via Optimal Control CVPR 2021 Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021 Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate NeurIPS 2021 It was “all” for “nothing”: sharp phase transitions for noiseless discrete channels COLT 2021 Jerk-limited Real-time Trajectory Generation with Arbitrary Target States RSS 2021 Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing AAAI 2021 Jointly Learning Prices and Product Features IJCAI 2021 Joint Online Learning and Decision-making via Dual Mirror Descent ICML 2021 Joint Online Multichannel Acoustic Echo Cancellation, Speech Dereverberation and Source Separation Interspeech 2021 (Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021 KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support NeurIPS 2021 Keep Your Distance: Land Division With Separation IJCAI 2021 Kernel Distributionally Robust Optimization: Generalized Duality Theorem and Stochastic Approximation AISTATS 2021