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)

Fair Federated Survival Analysis AAAI 2025 FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance EMNLP 2025 FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025 fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025 FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning AAAI 2025 Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness AAAI 2025 FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation ICML 2025 Fair Incomplete Multi-View Clustering via Distribution Alignment IJCAI 2025 FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025 FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs ICLR 2025 Fairness-Accuracy Trade-Offs: A Causal Perspective AAAI 2025 Fairness-Aware Interactive Target Variable Definition IJCAI 2025 Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP ACL 2025 Fairness in Automatic Speech Recognition Isn’t a One-Size-Fits-All EMNLP 2025 Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes AAAI 2025 Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness ICML 2025 Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective ICML 2025 Fairness Shields: Safeguarding against Biased Decision Makers AAAI 2025 Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs ACL 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 FairPFN: A Tabular Foundation Model for Causal Fairness ICML 2025 Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora AACL 2025 Fair Resource Allocation in Weakly Coupled Markov Decision Processes AISTATS 2025 FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025 FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025