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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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2000
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Papers (including subtopics)

A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018 A Faster Approximation Algorithm for the Gibbs Partition Function COLT 2018 A Faster Sampling Algorithm for Spherical k-means ACML 2018 A Fast Local Search Algorithm for Minimum Weight Dominating Set Problem on Massive Graphs IJCAI 2018 A Fast Resection-Intersection Method for the Known Rotation Problem CVPR 2018 A Framework for Constraint Based Local Search using Essence IJCAI 2018 A fully adaptive algorithm for pure exploration in linear bandits AISTATS 2018 A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers NeurIPS 2018 A General Approach to Running Time Analysis of Multi-objective Evolutionary Algorithms IJCAI 2018 A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018 A Group-based Approach to Improve Multifactorial Evolutionary Algorithm IJCAI 2018 A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018 Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NeurIPS 2018 Algorithms for Fair Load Shedding in Developing Countries IJCAI 2018 Algorithms for the Nearest Assignment Problem IJCAI 2018 Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs NeurIPS 2018 A Local Algorithm for Product Return Prediction in E-Commerce IJCAI 2018 Alternating optimization of decision trees, with application to learning sparse oblique trees NeurIPS 2018 Alternating Randomized Block Coordinate Descent ICML 2018 A Model of Distributed Query Computation in Client-Server Scenarios on the Semantic Web IJCAI 2018 An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method ICML 2018 Analysis of Krylov Subspace Solutions of Regularized Non-Convex Quadratic Problems NeurIPS 2018 Analytical Derivatives of Rigid Body Dynamics Algorithms RSS 2018 Analyzing Tie-Breaking Strategies for the A* Algorithm IJCAI 2018 An Analytical and Experimental Comparison of Maximal Lottery Schemes IJCAI 2018