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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)

Toward Optimal Solution for the Context-Attentive Bandit Problem IJCAI 2021 Towards a Dimension-Free Understanding of Adaptive Linear Control COLT 2021 Towards a Unified Analysis of Random Fourier Features JMLR 2021 Towards Best-of-All-Worlds Online Learning with Feedback Graphs NeurIPS 2021 Towards finding the shortest-paths for 3D rigid bodies RSS 2021 Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021 Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning ICLR 2021 Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors NeurIPS 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams IJCAI 2021 Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization AAAI 2021 Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction ACL 2021 Training a Single Bandit Arm AISTATS 2021 Training Neural Networks is ER-complete NeurIPS 2021 Training Quantized Neural Networks to Global Optimality via Semidefinite Programming ICML 2021 Transforms Based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization ICCV 2021 Treewidth-Aware Complexity in ASP: Not all Positive Cycles are Equally Hard AAAI 2021 Trembling-Hand Perfection and Correlation in Sequential Games AAAI 2021 Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits JMLR 2021 Two Influence Maximization Games on Graphs Made Temporal IJCAI 2021 Two-Sided Matching Meets Fair Division IJCAI 2021 Two-Stage Facility Location Games with Strategic Clients and Facilities IJCAI 2021 Type-WA*: Using Exploration in Bounded Suboptimal Planning IJCAI 2021 UCB-based Algorithms for Multinomial Logistic Regression Bandits NeurIPS 2021 Unbalanced Feature Transport for Exemplar-Based Image Translation CVPR 2021