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)

MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines EMNLP 2025 Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025 Modified K-means Algorithm with Local Optimality Guarantees ICML 2025 Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport ICML 2025 More Efforts Towards Fixed-Parameter Approximability of Multiwinner Rules IJCAI 2025 MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025 MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025 Multi-Agent Corridor Generating Algorithm IJCAI 2025 Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits ICML 2025 Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points ICML 2025 Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints ICML 2025 Multi-Objective Causal Bayesian Optimization ICML 2025 Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025 Multi-Pass Memory Lower Bounds for Learning Problems COLT 2025 Multi-player Multi-armed Bandits with Delayed Feedback IJCAI 2025 Multi-play Multi-armed Bandits with Shareable Arm Capacities Revisited: Settling Scarce Capacity ACML 2025 Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025 Multiple-policy Evaluation via Density Estimation ICML 2025 Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization UAI 2025 Multi-Shape Matching with Cycle Consistency Basis via Functional Maps AAAI 2025 Multi-Subspace Matrix Recovery from Permuted Data AAAI 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Multi-View Unsupervised Column Subset Selection via Combinatorial Search (Student Abstract) AAAI 2025 Nearly Optimal Sample Complexity for Learning with Label Proportions ICML 2025 Nearly-tight Approximation Guarantees for the Improving Multi-Armed Bandits Problem ALT 2025