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)

Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration AISTATS 2025 Decision Making in Changing Environments: Robustness, Query-Based Learning, and Differential Privacy COLT 2025 Decision Making in Hybrid Environments: A Model Aggregation Approach COLT 2025 Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets ICML 2025 Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making ICML 2025 Decision-Point Guided Safe Policy Improvement AISTATS 2025 Decision SpikeFormer: Spike-Driven Transformer for Decision Making CVPR 2025 Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents ICML 2025 Decision Tree Induction Through LLMs via Semantically-Aware Evolution ICLR 2025 DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025 Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 Decoding Actionability: A Computational Analysis of Teacher Observation Feedback ACL 2025 Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation COLING 2025 Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval EMNLP 2025 Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images NAACL 2025 Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies ICLR 2025 Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation EMNLP 2025 Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis ACL 2025 Decoding Speculative Decoding NAACL 2025 Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities EMNLP 2025 Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models EMNLP 2025 Decomposed Distribution Matching in Dataset Condensation WACV 2025 Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models IJCNLP 2025