NeurIPS 2023 Workshop RegML Submissions

Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
Shreyas Havaldar, Navodita Sharma, Shubhi Sareen, Karthikeyan Shanmugam, Aravindan Raghuveer
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
Sewon Min, Suchin Gururangan, Eric Wallace, Weijia Shi, Hannaneh Hajishirzi, Noah Smith, Luke Zettlemoyer
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
An Alternative to Regulation: The Case for Public AI
Nicholas Vincent, David Bau, Sarah Schwettmann, Joshua Tan
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
A Unified Analysis of Label Inference Attacks
Andres Munoz medina, Travis Dick, Claudio Gentile, Robert Istvan Busa-Fekete, Marika Swanberg
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study
Jean Feng, Adarsh Subbaswamy, Alexej Gossmann, Harvineet Singh, Berkman Sahiner, Mi-Ok Kim, Gene Pennello, Nicholas Petrick, Romain Pirracchio, Fan Xia
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
Is EMA Robust? Examining the Robustness of Data Auditing and a Novel Non-calibration Extension
Ayush Alag, Yangsibo Huang, Kai Li
- Published: 27 Oct 2023, Last Modified: 06 Nov 2024
- RegML 2023
- Readers: Everyone
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs
Daniel Kang, Tatsunori Hashimoto, Ion Stoica, Yi Sun
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
RényiTester: A Variational Approach to Testing Differential Privacy
Weiwei Kong, Andres Munoz medina, Mónica Ribero
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration
Ioanna Papageorgiou, Carlos Mougan
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
Merging (EU)-Regulation and Model Reporting
Danilo Brajovic, Vincent Philipp Göbels, Janika Kutz, Marco Huber
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
Ziquan Liu, zhuo zhi, Ilija Bogunovic, Carsten Gerner-Beuerle, Miguel Rodrigues
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone
Missing Value Chain in Generative AI Governance: China as an example
Yulu Pi
- Published: 27 Oct 2023, Last Modified: 12 Dec 2023
- RegML 2023
- Readers: Everyone