Skip to content
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
16
133
440
1,353
1,441
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary IJCAI 2024 Taming Binarized Neural Networks and Mixed-Integer Programs AAAI 2024 Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting NeurIPS 2024 Taming Nonconvex Stochastic Mirror Descent with General Bregman Divergence AISTATS 2024 Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve OSDI 2024 Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024 Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation CVPR 2024 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NeurIPS 2024 Testing Calibration in Nearly-Linear Time NeurIPS 2024 Testing the Feasibility of Linear Programs with Bandit Feedback ICML 2024 The behavioral toolbox L4DC 2024 The Best Arm Evades: Near-optimal Multi-pass Streaming Lower Bounds for Pure Exploration in Multi-armed Bandits COLT 2024 The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks NeurIPS 2024 The Choice of Noninformative Priors for Thompson Sampling in Multiparameter Bandit Models AAAI 2024 The Complexity of Computing Robust Mediated Equilibria in Ordinal Games AAAI 2024 The Complexity of Fair Division of Indivisible Items with Externalities AAAI 2024 The Complexity of Optimizing Atomic Congestion AAAI 2024 The Computational Complexity of Finding Second-Order Stationary Points ICML 2024 The Distortion of Threshold Approval Matching IJCAI 2024 The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank AAAI 2024 The Fine-Grained Complexity of Gradient Computation for Training Large Language Models NeurIPS 2024 The Implicit Bias of Adam on Separable Data NeurIPS 2024 The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication COLT 2024 The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels NeurIPS 2024 The Moderating Effect of Instant Runoff Voting AAAI 2024