Publications

• Trading off Consistency and Dimensionality of Convex Surrogates for the Mode, EN, Dhamma Kimpara, Bo Waggoner , Jessie Finocchiaro. Accepted to NeurIPS 2024.
  • [arXiv]
• The Structured Abstain Problem and the Lovasz Hinge Jessie Finocchiaro, Rafael Frongillo, EN (authors alphabetically listed). Accepted to the Conference on Learning Theory (COLT) 2022.
  • [MLR]

Pre-Graduate School Publications

• WeatherNet: Nowcasting Net Radiation at the Edge, EN, Robert Jackson, Rajesh Sankaran, Nicola Ferrier, Scott Collis. Accepted IEEE Conference on Technologies for Sustainability (SusTech) 2021.

• Addressing the Constraints of Active Learning on the Edge, EN, Sean Shahkarami, Seongha Park, Nicola Ferrier. Accepted EEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (2021).