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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)

Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method NeurIPS 2020 Projection-free Distributed Online Convex Optimization with O(√T) Communication Complexity ICML 2020 Projection & Probability-Driven Black-Box Attack CVPR 2020 Projection Robust Wasserstein Distance and Riemannian Optimization NeurIPS 2020 Projective Quadratic Regression for Online Learning AAAI 2020 Prophets, Secretaries, and Maximizing the Probability of Choosing the Best AISTATS 2020 Proportional Belief Merging AAAI 2020 Protecting Geolocation Privacy of Photo Collections AAAI 2020 Provable Convex Co-clustering of Tensors JMLR 2020 Provable Overlapping Community Detection in Weighted Graphs NeurIPS 2020 Provably Constant-time Planning and Re-planning for Real-time Grasping Objects off a Conveyor Belt RSS 2020 Provably robust estimation of modulo 1 samples of a smooth function with applications to phase unwrapping JMLR 2020 Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020 Proximity Operator of the Matrix Perspective Function and its Applications NeurIPS 2020 Proximity Preserving Binary Code Using Signed Graph-Cut AAAI 2020 ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization JMLR 2020 Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise AAAI 2020 QR-code Reconstruction from Event Data via Optimization in Code Subspace WACV 2020 Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints ICML 2020 Quadratic Decomposable Submodular Function Minimization: Theory and Practice JMLR 2020 Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables IJCAI 2020 Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020 Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020 Quasi-Newton Solver for Robust Non-Rigid Registration CVPR 2020 Query Answering for Existential Rules via Efficient Datalog Rewriting IJCAI 2020