Katherine Heller

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Evaluation Process

Machine Translation System

Artificial Intelligence

Cooperative Game

Top Venues

NAACL-HLT (Findings)

Publications

David Benrimoh, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Adam Kapelner, Sagar V. Parikh, Jordan F. Karp, Katherine Heller, Gustavo Turecki
Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study. CoRR (2024)
Ben Hutchinson, Negar Rostamzadeh, Christina Greer, Katherine Heller, Vinodkumar Prabhakaran
Evaluation Gaps in Machine Learning Practice. FAccT (2022)
Daniel Liebling, Katherine Heller, Samantha Robertson, Wesley Hanwen Deng
Opportunities for Human-centered Evaluation of Machine Translation Systems. NAACL-HLT (Findings) (2022)
Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, Andrew Smart, Lauren Wilcox, Mahima Pushkarna, Jessica Schrouff, Razvan Amironesei, Nyalleng Moorosi, Katherine Heller
Healthsheet: Development of a Transparency Artifact for Health Datasets. FAccT (2022)
Fan Bu, Sonia Xu, Katherine Heller, Alexander Volfovsky
SMOGS: Social Network Metrics of Game Success. AISTATS (2019)
Wei Zhang, Fan Bu, Derek Owens-Oas, Katherine Heller, Xiaojin Zhu
Learning Root Source with Marked Multivariate Hawkes Processes. CoRR (2018)