Publications

98 results for Fairness, Accountability, Transparency

LLMGuard: Guarding Against Unsafe LLM Behavior
- - Shubh Goyal
  - Medha Hira
  - et al.
- 2024
- AAAI 2024
Adversarial Attacks on Fairness of Graph Neural Networks
- - Binchi Zhang
  - Yushun Dong
  - et al.
- 2024
- ICLR 2024
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
- - Hao Wang
  - Luxi He
  - et al.
- 2023
- NeurIPS 2023
Cookie Consent Has Disparate Impact on Estimation Accuracy
- - Erik Miehling
  - Rahul Nair
  - et al.
- 2023
- NeurIPS 2023
Adapting Fairness Interventions to Missing Values
- - Raymond Feng
  - Flavio Calmon
  - et al.
- 2023
- NeurIPS 2023
Model Sparsity Can Simplify Machine Unlearning
- - Jinghan Jia
  - Jiancheng Liu
  - et al.
- 2023
- NeurIPS 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency
- - Qinyi Chen
  - Negin Golrezaei
  - et al.
- 2023
- NeurIPS 2023
Cost-Aware Counterfactuals for Black Box Explanations
- - Natalia Martinez Gil
  - Kanthi Sarpatwar
  - et al.
- 2023
- NeurIPS 2023
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs
- - Swanand Ravindra Kadhe
  - Anisa Halimi
  - et al.
- 2023
- NeurIPS 2023
Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset
- - Anna Richter
  - Brooklyn Sheppard
  - et al.
- 2023
- NeurIPS 2023