Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
- Hao Wang
- Luxi He
- et al.
- 2023
- NeurIPS 2023
Publications
114 results for Fairness, Accountability, Transparency
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
Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset
- Anna Richter
- Brooklyn Sheppard
- et al.
- 2023
- NeurIPS 2023
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs
- 2023
- NeurIPS 2023
Influence Based Approaches to Algorithmic Fairness: A Closer Look
- Soumya Ghosh
- Prasanna Sattigeri
- et al.
- 2023
- NeurIPS 2023
Cost-Aware Counterfactuals for Black Box Explanations
- Natalia Martinez Gil
- Kanthi Sarpatwar
- et al.
- 2023
- NeurIPS 2023
Weakly Supervised Detection of Hallucinations in LLM Activations
- 2023
- NeurIPS 2023
Scalable Optimal Multiway-Split Decision Trees
- Shivaram Subramanian
- Wei Sun
- 2023
- INFORMS 2023
Adversarial Auditing of Machine Learning Models under Compound Shift
- Karan Bhanot
- Dennis Wei
- et al.
- 2023
- ESANN 2023