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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)

General parallel optimization a without metric ALT 2019 General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme NeurIPS 2019 General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits AAAI 2019 Generating Modern Poetry Automatically in Finnish EMNLP 2019 GENO -- GENeric Optimization for Classical Machine Learning NeurIPS 2019 Geometric Losses for Distributional Learning ICML 2019 Geometry and Symmetry in Short-and-Sparse Deconvolution ICML 2019 Global Convergence of Gradient Descent for Deep Linear Residual Networks NeurIPS 2019 Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems AISTATS 2019 Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses NeurIPS 2019 Globally Optimal Learning for Structured Elliptical Losses NeurIPS 2019 Global Optimization under Length Constraint for Neural Text Summarization ACL 2019 GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver ICML 2019 GOT: An Optimal Transport framework for Graph comparison NeurIPS 2019 GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices CVPR 2019 Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions JMLR 2019 Graphical One-Sided Markets IJCAI 2019 Greedy and IHT Algorithms for Non-convex Optimization with Monotone Costs of Non-zeros AISTATS 2019 Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019 Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019 Greedy Sampling for Approximate Clustering in the Presence of Outliers NeurIPS 2019 Gromov-Wasserstein Learning for Graph Matching and Node Embedding ICML 2019 Group Fairness for the Allocation of Indivisible Goods AAAI 2019 Group-Fairness in Influence Maximization IJCAI 2019 GSLAM: A General SLAM Framework and Benchmark ICCV 2019