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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)

A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 An NMF Perspective on Binary Hashing ICCV 2015 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 An Online Learning Algorithm for Bilinear Models ICML 2015 A Novel Sparsity Measure for Tensor Recovery ICCV 2015 Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NeurIPS 2015 Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games ICML 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015 A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015 A Solution for Multi-Alignment by Transformation Synchronisation CVPR 2015 A Spatiotemporal Optimal Stopping Problem for Mission Monitoring with Stationary Viewpoints RSS 2015 A Square Root Inverse Filter for Efficient Vision-aided Inertial Navigation on Mobile Devices RSS 2015 A Stable Multi-Scale Kernel for Topological Machine Learning CVPR 2015 A Statistical Perspective on Algorithmic Leveraging JMLR 2015 A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015 Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care NeurIPS 2015 A totally unimodular view of structured sparsity AISTATS 2015 A Universal Catalyst for First-Order Optimization NeurIPS 2015 A Universal Primal-Dual Convex Optimization Framework NeurIPS 2015 A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV 2015 Background Subtraction via Generalized Fused Lasso Foreground Modeling CVPR 2015 Bandit Convex Optimization: \sqrtT Regret in One Dimension COLT 2015 Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff NeurIPS 2015