Duncan C. McElfresh

Joined

July 2019

Names

Duncan C. McElfresh

Emails

****@umd.edu (Confirmed)

****@gmail.com (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Engineer

Stanford Healthcare (stanfordhealthcare.org)

2023 – 2025

Postdoc

Stanford University (stanford.edu)

2021 – 2023

PhD student

University of Maryland, College Park (umd.edu)

2016 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

When Do Neural Nets Outperform Boosted Trees on Tabular Data?
Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C, Ganesh Ramakrishnan, Micah Goldblum, Colin White
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
On the Generalizability and Predictability of Recommender Systems
Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, John P Dickerson, Colin White
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
On the Generalizability and Predictability of Recommender Systems
John P Dickerson, Sujay Khandagale, Duncan C. McElfresh, Jonathan Valverde, Colin White
- Published: 16 May 2022, Last Modified: 15 Jan 2026
- AutoML 2022 (Late-Breaking Workshop)
- Readers: Everyone
Scalable Robust Kidney Exchange.
Duncan C. McElfresh, Hoda Bidkhori, John P. Dickerson
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange
Duncan C. McElfresh, John P. Dickerson
- 2018 (modified: 16 Jul 2019)
- AAAI Workshops 2018
- Readers: Everyone
Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange
Duncan C. McElfresh, John P. Dickerson
- 2018 (modified: 02 Mar 2020)
- AAAI 2018
- Readers: Everyone
Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange
Duncan C. McElfresh, John P. Dickerson
- 2018 (modified: 02 Mar 2020)
- AAAI 2018
- Readers: Everyone

Duncan C. McElfresh

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

When Do Neural Nets Outperform Boosted Trees on Tabular Data?

On the Generalizability and Predictability of Recommender Systems

On the Generalizability and Predictability of Recommender Systems

Scalable Robust Kidney Exchange.

Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange

Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange

Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange

Co-Authors