Jenn Wortman Vaughan (@jennwvaughan)

Jenn Wortman Vaughan @jennwvaughan

Sr Principal Researcher, Microsoft Research, NYC. Machine learning transparency, intelligibility, fairness. WiML co-founder. NeurIPS 2021 Program Co-Chair.

Tweets by Jenn Wortman Vaughan

Submitting to #NeurIPS2022? Want to include a thoughtful reflection on the limitations of your work but not sure how to begin? We designed REAL ML, a set of guided activities to help ML researchers recognize, explore, and articulate limitations that arise in their research.

Shared by Jenn Wortman Vaughan at 5/6/2022

Mark your calendar now!! On top of eight keynotes, #NeurIPS2021 will feature three plenary panels: - The Consequences of Massive Scaling in ML - The Role of Benchmarks in the Scientific Progress of ML - How Should an ML Researcher Think about AI Ethics? https://t.co/42m6AUjfVT

Shared by Jenn Wortman Vaughan at 11/16/2021

This week at #HCOMP2021, @elmelis presents our paper "From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence" (w/ @harmankkaur, @haldaume3, @hannawallach). We wanted to develop explanations for ML predictions that are meaningful to humans. 1/n

Shared by Jenn Wortman Vaughan at 11/15/2021