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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)

Acceleration and Averaging in Stochastic Descent Dynamics NeurIPS 2017 Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry CVPR 2017 A Clever Elimination Strategy for Efficient Minimal Solvers CVPR 2017 A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching CVPR 2017 Active-set Methods for Submodular Minimization Problems JMLR 2017 Adaptive Accelerated Gradient Converging Method under H\"{o}lderian Error Bound Condition NeurIPS 2017 Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017 Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies CVPR 2017 Adaptive Clustering through Semidefinite Programming NeurIPS 2017 Adaptive Randomized Dimension Reduction on Massive Data JMLR 2017 Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation CVPR 2017 Adaptive Sampling Probabilities for Non-Smooth Optimization ICML 2017 Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter NeurIPS 2017 AdaptSize: Orchestrating the Hot Object Memory Cache in a Content Delivery Network NSDI 2017 A Delay-Flexible Stereo Acoustic Echo Cancellation for DFT-Based In-Car Communication (ICC) Systems Interspeech 2017 A distributed block coordinate descent method for training l1 regularized linear classifiers JMLR 2017 ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NeurIPS 2017 A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems CVPR 2017 A Fast Stochastic Contact Model for Planar Pushing and Grasping: Theory and Experimental Validation RSS 2017 Affine-Invariant Online Optimization and the Low-rank Experts Problem NeurIPS 2017 Affinity Clustering: Hierarchical Clustering at Scale NeurIPS 2017 A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NeurIPS 2017 A Framework for Optimal Matching for Causal Inference AISTATS 2017 A Greedy Approach for Budgeted Maximum Inner Product Search NeurIPS 2017 A KL-LUCB algorithm for Large-Scale Crowdsourcing NeurIPS 2017