conftrace_

Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Operationalising Rawlsian Ethics for Fairness in Norm Learning Agents AAAI 2025 Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work ACL 2025 Operator Deep Smoothing for Implied Volatility ICLR 2025 Operator Learning for Hyperbolic PDEs JMLR 2025 OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition SemEval 2025 OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection SemEval 2025 OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning IJCNLP 2025 OPTAMI: Global Superlinear Convergence of High-order Methods ICLR 2025 OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling ICLR 2025 OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025 OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit CVPR 2025 Optimal Algorithm for Max-Min Fair Bandit ICML 2025 Optimal and Efficient Algorithms for Decentralized Online Convex Optimization JMLR 2025 Optimal and Efficient Binary Questioning for Accelerated Annotation AAAI 2025 Optimal and learned algorithms for the online list update problem with Zipfian accesses ALT 2025 Optimal and Practical Batched Linear Bandit Algorithm ICML 2025 Optimal Auction Design in the Joint Advertising ICML 2025 Optimal Brain Apoptosis ICLR 2025 Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound AAAI 2025 Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity JMLR 2025 Optimal Control Operator Perspective and a Neural Adaptive Spectral Method AAAI 2025 Optimal Decentralized Composite Optimization for Strongly Convex Functions JMLR 2025 Optimal Decision Tree Pruning Revisited: Algorithms and Complexity ICML 2025