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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)

GAP Safe screening rules for sparse multi-task and multi-class models NeurIPS 2015 Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015 Generalized Mixability via Entropic Duality COLT 2015 Generalized Tensor Total Variation Minimization for Visual Data Recovery CVPR 2015 Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015 Geometric Conditions for Subspace-Sparse Recovery ICML 2015 Geometric Intuition and Algorithms for Ev--SVM JMLR 2015 Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems ICML 2015 Globally Optimal 2D-3D Registration From Points or Lines Without Correspondences ICCV 2015 Global Multi-armed Bandits with Hölder Continuity AISTATS 2015 Global Supervised Descent Method CVPR 2015 GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking CVPR 2015 Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential Families NeurIPS 2015 Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables CVPR 2015 GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs CVPR 2015 Guaranteed Tensor Decomposition: A Moment Approach ICML 2015 Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints COLT 2015 High Dimensional Bayesian Optimisation and Bandits via Additive Models ICML 2015 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015 HONOR: Hybrid Optimization for NOn-convex Regularized problems NeurIPS 2015 How Hard is Inference for Structured Prediction? ICML 2015 Human Memory Search as Initial-Visit Emitting Random Walk NeurIPS 2015 Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015 Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization CVPR 2015 Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015