Publications

101 results for Fairness, Accountability, Transparency

FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs
- - Swanand Ravindra Kadhe
  - Anisa Halimi
  - 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
- - Miriam Rateike
  - Celia Cintas
  - et al.
- 2023
- NeurIPS 2023
Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset
- - Anna Richter
  - Brooklyn Sheppard
  - et al.
- 2023
- NeurIPS 2023
Influence Based Approaches to Algorithmic Fairness: A Closer Look
- - Soumya Ghosh
  - Prasanna Sattigeri
  - et al.
- 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
Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages
- - Claudio S. Pinhanez
  - Paulo Cavalin
  - et al.
- 2023
- IJCAI 2023
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) Using Machine Learning
- - Girmaw Abebe Tadesse
  - Celia Cintas
  - et al.
- 2023
- npj Digital Medicine
An AI-assisted Workbench for Material Discovery
- - Emilio Ashton Vital Brazil
  - Renato Fontoura de Gusmao Cerqueira
  - et al.
- 2023
- ACS Fall 2023