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)

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form ICLR 2025 Near-Optimal Rates for O(1)-Smooth DP-SCO with a Single Epoch and Large Batches ALT 2025 Near-Optimal Regret Bounds for Federated Multi-armed Bandits with Fully Distributed Communication UAI 2025 Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model AISTATS 2025 Near-Optimal Sample Complexity in Reward-Free Kernel-based Reinforcement Learning AISTATS 2025 Near-optimal Sketchy Natural Gradients for Physics-Informed Neural Networks ICML 2025 Near-Polynomially Competitive Active Logistic Regression AISTATS 2025 Necessary and Sufficient Oracles: Toward a Computational Taxonomy for Reinforcement Learning COLT 2025 neDIOM: Dataset and Analysis of Nepali Idioms COLING 2025 Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 Negative Metric Learning for Graphs IJCAI 2025 NegMerge: Sign-Consensual Weight Merging for Machine Unlearning ICML 2025 NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection ICCV 2025 Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation AAAI 2025 Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025 NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025 Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling ICML 2025 NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025 NeISF++: Neural Incident Stokes Field for Polarized Inverse Rendering of Conductors and Dielectrics CVPR 2025 NEKO at SemEval-2025 Task 4: A Gradient Ascent Based Machine Unlearning Strategy SemEval 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use EMNLP 2025 NeMo-Inspector: A Visualization Tool for LLM Generation Analysis NAACL 2025 Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset ACL 2025