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)

A Lyapunov analysis for accelerated gradient methods: from deterministic to stochastic case AISTATS 2020 A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change ICML 2020 A mathematical theory of cooperative communication NeurIPS 2020 A MaxSAT-Based Framework for Group Testing AAAI 2020 A mean-field analysis of two-player zero-sum games NeurIPS 2020 A Model of Fake Data in Data-driven Analysis JMLR 2020 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020 Amortized Nesterov’s Momentum: A Robust Momentum and Its Application to Deep Learning UAI 2020 A Multiarmed Bandit Based Incentive Mechanism for a Subset Selection of Customers for Demand Response in Smart Grids AAAI 2020 A Multi-Objective Approach to Mitigate Negative Side Effects IJCAI 2020 A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020 A Multi-Unit Profit Competitive Mechanism for Cellular Traffic Offloading AAAI 2020 An Õ(m/ε^3.5)-Cost Algorithm for Semidefinite Programs with Diagonal Constraints COLT 2020 An Accelerated DFO Algorithm for Finite-sum Convex Functions ICML 2020 An adaptive stochastic optimization algorithm for resource allocation ALT 2020 An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020 Analog Accelerator for Simulation and Diagnostics AAAI 2020 Analysis of One-to-One Matching Mechanisms via SAT Solving: Impossibilities for Universal Axioms AAAI 2020 An Analysis Framework for Metric Voting based on LP Duality AAAI 2020 An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits NeurIPS 2020 Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement JMLR 2020 Anderson Acceleration of Proximal Gradient Methods ICML 2020 A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits AAAI 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints AAAI 2020