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)

FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks ICML 2025 Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025 Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks AAAI 2025 Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025 Fast Convergence of $Φ$-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler ALT 2025 Fast Convergence of Softmax Policy Mirror Ascent AISTATS 2025 FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models EMNLP 2025 Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation ICLR 2025 FastDraft: How to Train Your Draft ACL 2025 FAST: Efficient Action Tokenization for Vision-Language-Action Models RSS 2025 Faster Algorithms for Agnostically Learning Disjunctions and their Implications COLT 2025 Faster Algorithms for Structured Linear and Kernel Support Vector Machines ICLR 2025 Faster and Better LLMs via Latency-Aware Test-Time Scaling EMNLP 2025 Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation ICML 2025 Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025 Faster Approximation Algorithms for k-Center via Data Reduction ICML 2025 FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality ICLR 2025 Faster Cascades via Speculative Decoding ICLR 2025 Faster Convergence of Riemannian Stochastic Gradient Descent with Increasing Batch Size ACML 2025 Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel ICLR 2025 Faster Double Adaptive Gradient Methods AAAI 2025 FASTer: Focal token Acquiring-and-Scaling Transformer for Long-term 3D Objection Detection CVPR 2025 Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025 Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling ICLR 2025 Faster Low-Rank Approximation and Kernel Ridge Regression via the Block-Nyström Method COLT 2025