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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)

Submodular Hamming Metrics NeurIPS 2015 Submodularity in Data Subset Selection and Active Learning ICML 2015 Submodular Point Processes with Applications to Machine learning AISTATS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 Subset Selection by Pareto Optimization NeurIPS 2015 Sum-of-Squares Lower Bounds for Sparse PCA NeurIPS 2015 Superdifferential Cuts for Binary Energies CVPR 2015 Superpixel Meshes for Fast Edge-Preserving Surface Reconstruction CVPR 2015 Super-Resolution Off the Grid NeurIPS 2015 Supervised Discrete Hashing CVPR 2015 Support Matrix Machines ICML 2015 Swept Approximate Message Passing for Sparse Estimation ICML 2015 Symmetric Iterative Proportional Fitting AISTATS 2015 Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015 Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms NeurIPS 2015 Tensor Factorization via Matrix Factorization AISTATS 2015 Tensor principal component analysis via sum-of-square proofs COLT 2015 Text Flow: A Unified Text Detection System in Natural Scene Images ICCV 2015 The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015 The Fundamental Incompatibility of Scalable Hamiltonian Monte Carlo and Naive Data Subsampling ICML 2015 The Hedge Algorithm on a Continuum ICML 2015 Theoretical Limits of Speed and Resolution for Kinodynamic Planning in a Poisson Forest RSS 2015 Theory of Dual-sparse Regularized Randomized Reduction ICML 2015 The Pareto Regret Frontier for Bandits NeurIPS 2015 The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015