Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Fairness and Efficiency in Online Class Matching
NeurIPS 2024
Fairness and Optimization in Dynamic Multiagent Allocation Problems
IJCAI 2024
Fairness-Aware Estimation of Graphical Models
NeurIPS 2024
Fairness-Aware Meta-Learning via Nash Bargaining
NeurIPS 2024
Fairness-Aware Online Positive-Unlabeled Learning
EMNLP 2024
Fairness-Aware Structured Pruning in Transformers
AAAI 2024
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024
Fairness in Automated Essay Scoring: A Comparative Analysis of Algorithms on German Learner Essays from Secondary Education
NAACL 2024
Fairness in Serving Large Language Models
OSDI 2024
Fairness in Social Influence Maximization via Optimal Transport
NeurIPS 2024
Fairness in Submodular Maximization over a Matroid Constraint
AISTATS 2024
Fairness in Survival Analysis with Distributionally Robust Optimization
JMLR 2024
Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples
AAAI 2024
Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment
AAAI 2024
Fairness without Demographics through Shared Latent Space-Based Debiasing
AAAI 2024
Fairness without Harm: An Influence-Guided Active Sampling Approach
NeurIPS 2024
Fair Off-Policy Learning from Observational Data
ICML 2024
FairPair: A Robust Evaluation of Biases in Language Models through Paired Perturbations
COLING 2024
Fair Participation via Sequential Policies
AAAI 2024
FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels
AAAI 2024
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
NeurIPS 2024
FairRAG: Fair Human Generation via Fair Retrieval Augmentation
CVPR 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection
IJCAI 2024
Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract)
AAAI 2024
fairret: a Framework for Differentiable Fairness Regularization Terms
ICLR 2024