2025
FOCUS on Contamination: A Geospatial Deep Learning Framework with a Noise-Aware Loss for Surface Water PFAS Prediction
Jowaria Khan , Alexa Friedman , Sydney Evans , Runzi Wang , Kaley Beins , David Andrews, Elizabeth Bondi-Kelly
AI-Driven Predictive Modeling of PFAS Contamination in Aquatic Ecosystems: Exploring A Geospatial Approach
Jowaria Khan, David Andrews, Kaley Beins, Alexa Friedman, Sydney Evans, Elizabeth Bondi-Kelly
Tackling Climate Change with Machine Learning Workshop @ NeurIPS'24
Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery -- Jowaria Khan, Anindya Sarkar, Yevgeniy Vorobeychik, Elizabeth Bondi-Kelly
FOCUS on Contamination: A Geospatial Deep Learning Framework with a Noise-Aware Loss for Surface Water PFAS Prediction, Jowaria Khan, Alexa Friedman, Sydney Evans, Rachel Klein, Runzi Wang, Katherine E. Manz, Kaley Beins, David Q. Andrews, Elizabeth Bondi-Kelly
Underreliance Harms Human-AI Collaboration More Than Overreliance in Medical Imaging, Susanne Gaube; Ekaterina Jussupow; Eesha Kokje; Jowaria Khan; Elizabeth Bondi-Kelly; Andreas Schicho; Felipe C. Kitamura; Timo K. Koch; Timur Ezer; Juergen Mottok; Eva Lermer; Marzyeh Ghassemi; Errol Colak
RECASTing AI Development: Training Developers to Design for Social Impact, Danniell Hu, Westley Weimer, Elizabeth Bondi-Kelly
Human at the Center: A Framework for Human-Driven AI Development, Danniell Hu, Diana Acosta Navas, Susanne Gaube, Hussein Mozannar, Matthew E. Taylor, Krishnamurthy Dvijotham, Elizabeth Bondi-Kelly
Learning Together: Towards Improving Documentation Challenges in a Student-Led Pro Bono Physical Therapy Clinic, Gena Eugene Kim, Olivia Simon, Ammar Ahmed, Jace Aldrich, Daniel Calco, Haitong Chen, Nuo Chen, Lucas Davis, Jake Herman, Hannah Ho, Marwa Houalla, Danniell Hu, Miranda Mittleman, Sharmane Powell, Rohan Putcha, Rayhan Rashed, Johnathan Schwartz, Eric Song, Max Tennant, Weijia Wu, Paul Yoo, Linzhen Zhu, Amy Yorke, Elizabeth Bondi-Kelly
Navigating AI Hype: Students’ Perspectives and Questions About Artificial Intelligence Careers. Sharon Jessica, Vaibhav Balloli, Sindhu Kutty, Alexis Stokes and Elizabeth Bondi-Kelly
Trying AI: A Micro-internship in AI Research for Undergraduate Students. Sharon Jessica, Alexis Stokes and Elizabeth Bondi-Kelly
Practicing Principles: A Service Learning Course for AI Ethics. Sharon Jessica, Aadarsh Padiyath, Jessica Kane, Linjue Wang, Mark Guzdial, Amy Yorke and Elizabeth Bondi-Kelly
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study. Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David Sontag.
RELIANCE: Curating and Evaluating Reproductive Health Information on Social Media. Vaibhav Balloli , Laura Peyton Ellis, Vishala Mishra, Alice M Chi, Alex Friedman Peahl, Elizabeth Bondi-Kelly
Understanding Information Seeking in Pregnant and Postpartum People. Vaibhav Balloli, Julia Erickson, Xinyi Li, Erin van Liemt, Alex Peahl, and Elizabeth Bondi-Kelly.