Scalable Optimal Multiway-Split Decision Trees
- Shivaram Subramanian
- Wei Sun
- 2023
- INFORMS 2023
Invited talk
Publications
116 results for Fairness, Accountability, Transparency
Adversarial Auditing of Machine Learning Models under Compound Shift
- Karan Bhanot
- Dennis Wei
- et al.
- 2023
- ESANN 2023
Conference paperBalancing 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
Conference paperSkin Tone Analysis for Representation in Educational Materials (STAR-ED) Using Machine Learning
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2023
- npj Digital Medicine
PaperAn AI-assisted Workbench for Material Discovery
- Emilio Ashton Vital Brazil
- Renato Fontoura de Gusmao Cerqueira
- et al.
- 2023
- ACS Fall 2023
TalkStress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
- Karan Bhanot
- Ioana Baldini
- et al.
- 2023
- AIES 2023
Conference paperBeyond Black Box AI-Generated Plagiarism Detection: From Sentence to Document Level
- Mujahid Ali Quidwai
- Chunhui Li
- et al.
- 2023
- ACL 2023
Workshop paperAre 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
Conference paperFinspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models
- Bc Kwon
- Nandana Mihindukulasooriya
- 2023
- ACL 2023
Demo paperKeeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models
- Ioana Baldini Soares
- Chhavi Yadav
- et al.
- 2023
- ACL 2023
Workshop