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Workshop
Beyond Internal Data: Constructing Complete Datasets for Fairness Testing
Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber
Workshop
Sat 17:27 Beyond Internal Data: Constructing Complete Datasets for Fairness Testing
Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber
Workshop
Sat 17:27 The Intersectionality Problem for Algorithmic Fairness
Johannes Himmelreich · Arbie Hsu · Kristian Lum · Ellen Veomett
Workshop
Sat 17:27 Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
Khaoula Chehbouni · Jonathan Colaço Carr · Yash More · Jackie CK Cheung · Golnoosh Farnadi
Workshop
The Intersectionality Problem for Algorithmic Fairness
Johannes Himmelreich · Arbie Hsu · Kristian Lum · Ellen Veomett
Workshop
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models
Mengfei Liang · Archish Arun · Zekun Wu · CRISTIAN VILLALOBOS · Jonathan Lutch · Emre Kazim · Adriano Koshiyama · Philip Treleaven
Workshop
Sat 15:45 vTune: Verifiable fine-tuning Through Backdooring
Eva Zhang · Akilesh Potti · Micah Goldblum
Workshop
Sat 12:00 Cannot or Should Not? Automatic Analysis of Refusal Composition in IFT/RLHF Datasets and Refusal Behavior of Black-Box LLMs
Alexander von Recum · Christoph Schnabl · Gabor Hollbeck · Marvin von Hagen · Silas Alberti · Philip Blinde
Workshop
Verifiable evaluations of machine learning models using zkSNARKs
Tobin South · Alexander Camuto · Shrey Jain · Robert Mahari · Christian Paquin · Jason Morton · Alex `Sandy' Pentland
Workshop
Sat 17:27 Benchmark to Audit LLM Generated Clinical Notes for Disparities Arising from Biases and Stereotypes
Hongyu Cai · Swetasudha Panda · Naveen Jafer Nizar · Qinlan Shen · Daeja Oxendine · Sumana Srivatsa · Krishnaram Kenthapadi
Workshop
Sat 17:27 Verifiable evaluations of machine learning models using zkSNARKs
Tobin South · Alexander Camuto · Shrey Jain · Robert Mahari · Christian Paquin · Jason Morton · Alex `Sandy' Pentland
Workshop
Sat 12:00 Distribution-based sensitivity analysis for large language models
Paulius Rauba · Qiyao Wei · Mihaela van der Schaar