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Workshop

Regulatable ML: Towards Bridging the Gaps between Machine Learning Research and Regulations

Jiaqi Ma ⋅ Chirag Agarwal ⋅ Sarah Tan ⋅ Himabindu Lakkaraju ⋅ Usha Bhalla ⋅ Zana Bucinca ⋅ Junwei Deng ⋅ Alex Oesterling ⋅ Shichang (Ray) Zhang
Project Page [ OpenReview] 

Abstract

Video

Chat is not available.

Schedule

Timezone: America/Los_Angeles
8:15 AM
Opening Remarks
Jiaqi Ma
8:30 AM
Invited Talk: Rumman Chowdhury (Remote)
Rumman Chowdhury
9:00 AM
Contributed Talks 1
Prakhar Ganesh ⋅ Akira Takahashi ⋅ Bill Marino ⋅ Tong Chen
9:30 AM
Coffee Break
10:00 AM
Poster Session
12:00 PM
Lunch
1:45 PM
Contributed Talks 2
Ayoub Ajarra ⋅ Sahil Verma ⋅ Amol Khanna ⋅ Nari Johnson ⋅ Savannah Thais
4:00 PM
Navigating the Future of AI Regulation and Governance - Global Perspectives and Challenges
Rob Reich ⋅ Gillian Hadfield ⋅ Surdas Mohit ⋅ Wan Sie Lee ⋅ Sella Nevo ⋅ Savannah Thais
GPAI Evaluations Standards Taskforce: towards effective AI governance
Patricia Paskov ⋅ Lukas Berglund ⋅ Everett Smith ⋅ Lisa Soder
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
Seung Hyun Cheon ⋅ Anneke Wernerfelt ⋅ Sorelle Friedler ⋅ Berk Ustun
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
Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks
Alba Carballo Castro ⋅ Sonia Laguna ⋅ Moritz Vandenhirtz ⋅ Julia Vogt
Public Procurement for Responsible AI? Understanding U.S. Cities' Practices and Needs
Nari Johnson ⋅ Elise Silva ⋅ Harrison Leon ⋅ Motahhare Eslami ⋅ Beth Schwanke ⋅ Ravit Dotan ⋅ Hoda Heidari
Influence-based Attributions can be Manipulated
Chhavi Yadav ⋅ Ruihan Wu ⋅ Kamalika Chaudhuri
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage
Rui Xin ⋅ Niloofar Mireshghallah ⋅ Stella Li ⋅ Hyunwoo Kim ⋅ Michael Duan ⋅ Yejin Choi ⋅ Yulia Tsvetkov ⋅ Sewoong Oh ⋅ Pang Wei Koh
Non-Interactive and Publicly Verifiable Zero-Knowledge Proof for Fair Decision Trees
Elisaweta Masserova ⋅ Antigoni Polychroniadou ⋅ Akira Takahashi
FairProof : Confidential and Certifiable Fairness for Neural Networks
Chhavi Yadav ⋅ Amrita Roy Chowdhury ⋅ Dan Boneh ⋅ Kamalika Chaudhuri
Optimal Selection Using Algorithmic Rankings with Side Information
Kate Donahue ⋅ Nicole Immorlica ⋅ Brendan Lucier
Active Fourier Auditor for Estimating Distributional Properties of ML Models
Ayoub Ajarra ⋅ Bishwamittra Ghosh ⋅ Debabrota Basu
Position: Participatory Assessment of Large Language Model Applications in an Academic Medical Center
Giorgia Carra ⋅ Bogdan Kulynych ⋅ François Bastardot ⋅ Noémie Boillat-Blanco ⋅ Jean Raisaro
Towards Safe Multilingual Frontier AI
Arturs Kanepajs ⋅ Vladimir Ivanov ⋅ Richard Moulange
The Data Minimization Principle in Machine Learning
Prakhar Ganesh ⋅ Cuong Tran ⋅ Reza Shokri ⋅ Nando Fioretto
Verification methods for international AI agreements
Akash Wasil ⋅ Thomas Reed ⋅ Jack Miller ⋅ Peter Barnett
AI-Generated Content and Public Persuasion: The Limited Effect of AI Authorship Labels
Isabel Gallegos ⋅ Chen Shani ⋅ Weiyan Shi ⋅ Federico Bianchi ⋅ Robb Willer ⋅ Dan Jurafsky
Foundation Models and the EU AI Act
Rishi Bommasani ⋅ Alice Hau ⋅ Kevin Klyman ⋅ Percy Liang
Responsible Artificial Intelligence (RAI) in US Federal Government : Principles, Policies, and Practices.
Atul Rawal ⋅ Katie Johnson ⋅ Curtis Mitchell ⋅ Michael Walton ⋅ Diamond Nwankwo
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold
Sahil Verma ⋅ Royi Rassin ⋅ Arnav Das ⋅ Gantavya Bhatt ⋅ Preethi Seshadri ⋅ Chirag Shah ⋅ Jeff A Bilmes ⋅ Hannaneh Hajishirzi ⋅ Yanai Elazar
Quantifying Variance in Evaluation Benchmarks
Lovish Madaan ⋅ Aaditya Singh ⋅ Rylan Schaeffer ⋅ Andrew Poulton ⋅ Sanmi Koyejo ⋅ Pontus Lars Erik Saito Stenetorp ⋅ Sharan Narang ⋅ Dieuwke Hupkes
Towards Data Governance of Frontier AI Models
Jason Hausenloy ⋅ Duncan McClements ⋅ Madhavendra Thakur
Integration of Generative AI in the Digital Markets Act: Contestability and Fairness from a Cross-Disciplinary Perspective
Ayse Yasar ⋅ Andrew Chong ⋅ Evan Dong ⋅ Thomas Gilbert ⋅ Carlos Mougan ⋅ Xudong Shen ⋅ Shubham Singh ⋅ Ana-Andreea Stoica ⋅ Savannah Thais
A Black-Box Watermarking Modulation for Semantic Segmentation Models
Mohammed Lansari ⋅ Lucas Mattioli ⋅ Boussad ADDAD ⋅ Paul-Marie RAFFI ⋅ Martin Gonzalez ⋅ Katarzyna Kapusta
Position: Challenges and Opportunities for Differential Privacy in the U.S. Federal Government
Amol Khanna ⋅ Adam Mccormick ⋅ Andre Nguyen ⋅ Christopher Aguirre ⋅ Edward Raff
LLM-Generated Black-box Explanations Can Be Adversarially Helpful
Rohan Deepak Ajwani ⋅ Shashidhar Reddy Javaji ⋅ Frank Rudzicz ⋅ Zining Zhu
Weak-to-Strong Confidence Prediction
Tracy Zhu ⋅ Yukai Yang ⋅ Marco Morucci ⋅ Tim G. J. Rudner
An Autonomy-Based Classification: Liability in the Age of AI Agents
Julia Smakman ⋅ Lisa Soder ⋅ Connor Dunlop ⋅ Weiwei Pan ⋅ Siddharth Swaroop
Examining Data Compartmentalization for AI Governance
Nicole Mitchell ⋅ Eleni Triantafillou ⋅ Peter Kairouz
Homogeneous Algorithms Can Reduce Competition in Personalized Pricing
Nathanael Jo ⋅ Kathleen Creel ⋅ Ashia Wilson ⋅ Manish Raghavan
Compliance Cards: Automated EU AI Act Compliance Analyses amidst a Complex AI Supply Chain
Bill Marino ⋅ Yaqub Chaudhary ⋅ Yulu Pi ⋅ Rui-Jie Yew ⋅ Preslav Aleksandrov ⋅ Carwyn Rahman ⋅ William Shen ⋅ Isaac Robinson ⋅ Nicholas Lane
vTune: Verification of fine-tuning through backdooring
Eva Zhang ⋅ Akilesh Potti ⋅ Micah Goldblum
Robustness and Cybersecurity in the EU Artificial Intelligence Act
Henrik Nolte ⋅ Miriam Rateike ⋅ Michèle Finck
IDs for AI Systems
Alan Chan ⋅ Noam Kolt ⋅ Peter Wills ⋅ Usman Anwar ⋅ Christian Schroeder de Witt ⋅ Nitarshan Rajkumar ⋅ Lewis Hammond ⋅ David Krueger ⋅ Lennart Heim ⋅ Markus Anderljung