conftrace_

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

1

2

6

6

5

16

67

72

80

102

133

171

219

398

425

440

487

649

812

1,162

1,353

1,487

1,474

1,600

1,870

1,441

372

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Differential Privacy for Growing Databases NeurIPS 2018 Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NeurIPS 2018 Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization NeurIPS 2018 Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NeurIPS 2018 Directionally Controlled Time-of-Flight Ranging for Mobile Sensing Platforms RSS 2018 Direct Runge-Kutta Discretization Achieves Acceleration NeurIPS 2018 Discovering Point Lights With Intensity Distance Fields CVPR 2018 Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs CVPR 2018 Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management IJCAI 2018 Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs ICML 2018 Distributable Consistent Multi-Object Matching CVPR 2018 Distributed k-Clustering for Data with Heavy Noise NeurIPS 2018 Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go? ICML 2018 Distributed Multi-Player Bandits - a Game of Thrones Approach NeurIPS 2018 Distributed Pareto Optimization for Subset Selection IJCAI 2018 Distributed Primal-Dual Optimization for Non-uniformly Distributed Data IJCAI 2018 Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters JMLR 2018 Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018 Distributing Frank-Wolfe via Map-Reduce IJCAI 2018 Diverse Ensemble Evolution: Curriculum Data-Model Marriage NeurIPS 2018 Do Less, Get More: Streaming Submodular Maximization with Subsampling NeurIPS 2018 Double Auctions in Markets for Multiple Kinds of Goods IJCAI 2018 Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NeurIPS 2018 DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems CVPR 2018 Dual Principal Component Pursuit JMLR 2018