Mcelfresh, Duncan

5 publications

NeurIPS 2023 When Do Neural Nets Outperform Boosted Trees on Tabular Data? Duncan McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C, Ganesh Ramakrishnan, Micah Goldblum, Colin White

NeurIPS 2022 On the Generalizability and Predictability of Recommender Systems Duncan McElfresh, Sujay Khandagale, Jonathan Valverde, John Dickerson, Colin White

NeurIPS 2020 Improving Policy-Constrained Kidney Exchange via Pre-Screening Duncan McElfresh, Michael Curry, Tuomas Sandholm, John Dickerson

UAI 2020 Kidney Exchange with Inhomogeneous Edge Existence Uncertainty Hoda Bidkhori, John Dickerson, Duncan McElfresh, Ke Ren

ICML 2020 Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics Debjani Saha, Candice Schumann, Duncan Mcelfresh, John Dickerson, Michelle Mazurek, Michael Tschantz