NeurIPS 2024 Workshop RegML Submissions

Position: Participatory Assessment of Large Language Model Applications in an Academic Medical Center
Giorgia Carra, Bogdan Kulynych, François Bastardot, Noémie Boillat-Blanco, Jean Louis Raisaro
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Fairness Implications of Machine Unlearning: Bias Risks in Removing NSFW Content from Text-to-Image Models
Xiwen Wei, Guihong Li, Radu Marculescu
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
vTune: Verification of fine-tuning through backdooring
Eva Zhang, Akilesh Potti, Micah Goldblum
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning
Matthew Peroni, Dimitris Bertsimas
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks
Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
AI-Generated Content and Public Persuasion: The Limited Effect of AI Authorship Labels
Isabel O. Gallegos, Chen Shani, Weiyan Shi, Federico Bianchi, Robb Willer, Dan Jurafsky
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler, Berk Ustun
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
Tong Chen, Akari Asai, Niloofar Mireshghallah, Sewon Min, James Grimmelmann, Yejin Choi, Hannaneh Hajishirzi, Luke Zettlemoyer, Pang Wei Koh
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Optimal Selection Using Algorithmic Rankings with Side Information
Kate Donahue, Nicole Immorlica, Brendan Lucier
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Powering LLM Regulation through Data: Bridging the Gap from Compute Thresholds to Customer Experiences
Wesley Pasfield
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Position: Challenges and Opportunities for Differential Privacy in the U.S. Federal Government
Amol Khanna, Adam Mccormick, Andre T Nguyen, Christopher Aguirre, Edward Raff
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Homogeneous Algorithms Can Reduce Competition in Personalized Pricing
Nathanael Jo, Kathleen Creel, Ashia C. Wilson, Manish Raghavan
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Responsible Artificial Intelligence (RAI) in US Federal Government : Principles, Policies, and Practices.
Atul Rawal, Katie A. Johnson, Curtis Mitchell, Michael Walton, Diamond Nwankwo
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective
Ayse Gizem Yasar, Andrew Chong, Evan Dong, Thomas Krendl Gilbert, Carlos Mougan, Xudong Shen, Shubham Singh, Ana-Andreea Stoica, Savannah Jennifer Thais
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Knowledge Distillation-Based Model Extraction Attack using GAN-based Private Counterfactual Explanations
Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Fundamental Limits in the Search for Less Discriminatory Algorithms—and How to Avoid Them
Benjamin Laufer, Manish Raghavan, Solon Barocas
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
LLM-Generated Black-box Explanations Can Be Adversarially Helpful
Rohan Deepak Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz, Zining Zhu
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
The Data Minimization Principle in Machine Learning
Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando Fioretto
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Foundation Models and the EU AI Act
Rishi Bommasani, Alice Hau, Kevin Klyman, Percy Liang
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone