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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)

A Tight Lower Bound and Efficient Reduction for Swap Regret NeurIPS 2020 A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem IJCAI 2020 A Two-Stage Matheuristic Algorithm for Classical Inventory Routing Problem IJCAI 2020 Augmenting the Power of (Partial) MaxSat Resolution with Extension AAAI 2020 A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach AISTATS 2020 A Unified Framework for Structured Graph Learning via Spectral Constraints JMLR 2020 A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks JMLR 2020 A Unified Model for the Two-stage Offline-then-Online Resource Allocation IJCAI 2020 A Unified Optimization Framework for Low-Rank Inducing Penalties CVPR 2020 A Unified q-Memorization Framework for Asynchronous Stochastic Optimization JMLR 2020 A Unified Statistically Efficient Estimation Framework for Unnormalized Models AISTATS 2020 A Unifying View on Individual Bounds and Heuristic Inaccuracies in Bidirectional Search AAAI 2020 Autofocused oracles for model-based design NeurIPS 2020 Automated Spectral Kernel Learning AAAI 2020 Automated Synthesis of Modular Manipulators’ Structure and Control for Continuous Tasks around Obstacles RSS 2020 Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NeurIPS 2020 Automatic Differentiation of Some First-Order Methods in Parametric Optimization AISTATS 2020 Automatic Dominance Breaking for a Class of Constraint Optimization Problems IJCAI 2020 Automatic Synthesis of Generalized Winning Strategies of Impartial Combinatorial Games Using SMT Solvers IJCAI 2020 Auto-Tuning Structured Light by Optical Stochastic Gradient Descent CVPR 2020 A Variable Rolling SLIP Model for a Conceptual Leg Shape to Increase Robustness of Uncertain Velocity on Unknown Terrain RSS 2020 Averaging Essential and Fundamental Matrices in Collinear Camera Settings CVPR 2020 Axioms for Learning from Pairwise Comparisons NeurIPS 2020 Balancing Gaussian vectors in high dimension COLT 2020 Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours AAAI 2020