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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
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2000
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Papers (including subtopics)

Decentralized Training of Foundation Models in Heterogeneous Environments NeurIPS 2022 Deciding Unsolvability in Temporal Planning under Action Non-Self-Overlapping AAAI 2022 Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm ICML 2022 Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments AAAI 2022 Decision-Focused Learning: Through the Lens of Learning to Rank ICML 2022 Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity NeurIPS 2022 Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022 Decomposition Methods for Solving Scheduling Problem Using Answer Set Programming IJCAI 2022 Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NeurIPS 2022 Deep Cooperation of CDCL and Local Search for SAT (Extended Abstract) IJCAI 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 Deep Equilibrium Optical Flow Estimation CVPR 2022 Deep Generalized Schrödinger Bridge NeurIPS 2022 Deep Hierarchy in Bandits ICML 2022 Deep Neyman-Scott Processes AISTATS 2022 Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion IJCAI 2022 Delay-Adaptive Step-sizes for Asynchronous Learning ICML 2022 Deletion Robust Submodular Maximization over Matroids ICML 2022 Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022 Dependent randomized rounding for clustering and partition systems with knapsack constraints JMLR 2022 Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning COLT 2022 Deterministic Point Cloud Registration via Novel Transformation Decomposition CVPR 2022 DICP: Doppler Iterative Closest Point Algorithm RSS 2022 Differentiable Analog Quantum Computing for Optimization and Control NeurIPS 2022 Differentiable Stereopsis: Meshes From Multiple Views Using Differentiable Rendering CVPR 2022