Publications

98 results for Fairness, Accountability, Transparency

Weakly Supervised Detection of Hallucinations in LLM Activations
- - Miriam Rateike
  - Celia Cintas
  - 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
Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
- - Karan Bhanot
  - Ioana Baldini
  - et al.
- 2023
- AIES 2023
Beyond Black Box AI-Generated Plagiarism Detection: From Sentence to Document Level
- - Mujahid Ali Quidwai
  - Chunhui Li
  - et al.
- 2023
- ACL 2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales
- - Paulina Toro Isaza
  - Guangxuan Xu
  - et al.
- 2023
- ACL 2023