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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)

Parallel tempering on optimized paths ICML 2021 Parameter-free Locally Accelerated Conditional Gradients ICML 2021 Parameter-Free Multi-Armed Bandit Algorithms with Hybrid Data-Dependent Regret Bounds COLT 2021 Parameter Inference with Bifurcation Diagrams NeurIPS 2021 Parameterized Algorithms for MILPs with Small Treedepth AAAI 2021 Parameterized Complexity of Logic-Based Argumentation in Schaefer's Framework AAAI 2021 Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies AAAI 2021 Parametric Complexity Bounds for Approximating PDEs with Neural Networks NeurIPS 2021 Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems NeurIPS 2021 Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints AAAI 2021 Pareto Self-Supervised Training for Few-Shot Learning CVPR 2021 ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions NeurIPS 2021 Participatory Budgeting with Project Groups IJCAI 2021 Partition Function Estimation: A Quantitative Study IJCAI 2021 Passive learning of Timed Automata from logs (Student Abstract) AAAI 2021 PatchmatchNet: Learned Multi-View Patchmatch Stereo CVPR 2021 Path Length Bounds for Gradient Descent and Flow JMLR 2021 PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review JMLR 2021 Penalty Method for Inversion-Free Deep Bilevel Optimization ACML 2021 PenDer: Incorporating Shape Constraints via Penalized Derivatives AAAI 2021 Personalized Extractive Summarization Using an Ising Machine Towards Real-time Generation of Efficient and Coherent Dialogue Scenarios EMNLP 2021 Persuading Voters in District-based Elections AAAI 2021 Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems NeurIPS 2021 Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021 Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging CVPR 2021