Duncan C. McElfresh

35 papers A* 10A 1C 3Misc 2Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited. J. Biomed. Informatics Esther L. Meerwijk, Duncan C. McElfresh, Susana B. Martins, Suzanne R. Tamang
2024	J	`jnl`	Standing on FURM ground - A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems. CoRR Alison Callahan, Duncan C. McElfresh, Juan M. Banda, Gabrielle Bunney, Danton Char, Jonathan H. Chen, Conor K. Corbin, Debadutta Dash, Norman L. Downing, Sneha S. Jain, Nikesh Kotecha, Jonathan Masterson, Michelle M. Mello, Keith E. Morse, Srikar Nallan, Abby Pandya, Anurang Revri, Aditya Sharma, Christopher D. Sharp, Rahul Thapa, Michael Wornow, Alaa Youssef, Michael A. Pfeffer, Nigam H. Shah
2023	J	`jnl`	A call for better validation of opioid overdose risk algorithms. J. Am. Medical Informatics Assoc. Duncan C. McElfresh, Lucia Chen, Elizabeth Oliva, Vilija Joyce, Sherri Rose, Suzanne Tamang
2023	J	`jnl`	Matching algorithms for blood donation. Nat. Mac. Intell. Duncan C. McElfresh, Christian Kroer, Sergey Pupyrev, Eric Sodomka, Karthik Abinav Sankararaman, Zack Chauvin, Neil Dexter, John P. Dickerson
2023	A*	`conf`	When Do Neural Nets Outperform Boosted Trees on Tabular Data? NeurIPS Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C., Ganesh Ramakrishnan, Micah Goldblum, Colin White
2023	J	`jnl`	When Do Neural Nets Outperform Boosted Trees on Tabular Data? CoRR Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C., Ganesh Ramakrishnan, Micah Goldblum, Colin White
2022	A*	`conf`	On the Generalizability and Predictability of Recommender Systems. NeurIPS Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, John Dickerson, Colin White
2022	J	`jnl`	On the Generalizability and Predictability of Recommender Systems. CoRR Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde, John P. Dickerson, Colin White
2021	Misc	`conf`	Distributionally Robust Cycle and Chain Packing With Application To Organ Exchange. WSC Duncan C. McElfresh, John P. Dickerson, Ke Ren, Hoda Bidkhori
2021	A*	`conf`	Indecision Modeling. AAAI Duncan C. McElfresh, Lok Chan, Kenzie Doyle, Walter Sinnott-Armstrong, Vincent Conitzer, Jana Schaich Borg, John P. Dickerson
2021	J	`jnl`	Matching Algorithms for Blood Donation. CoRR Duncan C. McElfresh, Christian Kroer, Sergey Pupyrev, Eric Sodomka, Karthik Abinav Sankararaman, Zack Chauvin, Neil Dexter, John P. Dickerson
2021	A*	`conf`	Optimal Kidney Exchange with Immunosuppressants. AAAI Haris Aziz, Ágnes Cseh, John P. Dickerson, Duncan C. McElfresh
2021	J	`jnl`	Optimal Kidney Exchange with Immunosuppressants. CoRR Haris Aziz, Ágnes Cseh, John P. Dickerson, Duncan C. McElfresh
2021	—	`—`	Practical Algorithms for Resource Allocation and Decision Making. Duncan C. McElfresh
2020	J	`jnl`	Active Preference Elicitation via Adjustable Robust Optimization. CoRR Phebe Vayanos, Duncan C. McElfresh, Yingxiao Ye, John Paul Dickerson, Eric Rice
2020	C	`conf`	Artificial Artificial Intelligence: Measuring Influence of AI 'Assessments' on Moral Decision-Making. AIES Lok Chan, Kenzie Doyle, Duncan C. McElfresh, Vincent Conitzer, John P. Dickerson, Jana Schaich Borg, Walter Sinnott-Armstrong
2020	J	`jnl`	Artificial Artificial Intelligence: Measuring Influence of AI 'Assessments' on Moral Decision-Making. CoRR Lok Chan, Kenzie Doyle, Duncan C. McElfresh, Vincent Conitzer, John P. Dickerson, Jana Schaich Borg, Walter Sinnott-Armstrong
2020	J	`jnl`	Can an Algorithm be My Healthcare Proxy? CoRR Duncan C. McElfresh, Samuel Dooley, Yuan Cui, Kendra Griesman, Weiqin Wang, Tyler Will, Neil Sehgal, John P. Dickerson
2020	C	`conf`	Human Comprehension of Fairness in Machine Learning. AIES Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek, Michael Carl Tschantz
2020	J	`jnl`	Human Comprehension of Fairness in Machine Learning. CoRR Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek, Michael Carl Tschantz
2020	A*	`conf`	Improving Policy-Constrained Kidney Exchange via Pre-Screening. NeurIPS Duncan C. McElfresh, Michael J. Curry, Tuomas Sandholm, John Dickerson
2020	J	`jnl`	Improving Policy-Constrained Kidney Exchange via Pre-Screening. CoRR Duncan C. McElfresh, Michael J. Curry, Tuomas Sandholm, John P. Dickerson
2020	J	`jnl`	Indecision Modeling. CoRR Duncan C. McElfresh, Lok Chan, Kenzie Doyle, Walter Sinnott-Armstrong, Vincent Conitzer, Jana Schaich Borg, John P. Dickerson
2020	A	`conf`	Kidney Exchange with Inhomogeneous Edge Existence Uncertainty. UAI Hoda Bidkhori, John Dickerson, Duncan C. McElfresh, Ke Ren
2020	J	`jnl`	Kidney Exchange with Inhomogeneous Edge Existence Uncertainty. CoRR Hoda Bidkhori, John P. Dickerson, Duncan C. McElfresh, Ke Ren
2020	A*	`conf`	Matching Algorithms for Blood Donation. EC Duncan C. McElfresh, Christian Kroer, Sergey Pupyrev, Eric Sodomka, Karthik Abinav Sankararaman, Zack Chauvin, Neil Dexter, John P. Dickerson
2020	A*	`conf`	Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics. ICML Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek, Michael Carl Tschantz
2019	C	`conf`	A Framework for Technically- and Morally-Sound AI. AIES Duncan C. McElfresh
2019	A*	`conf`	Scalable Robust Kidney Exchange. AAAI Duncan C. McElfresh, Hoda Bidkhori, John P. Dickerson
2018	A*	`conf`	Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange. AAAI Duncan C. McElfresh, John P. Dickerson
2018	A*	`conf`	Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange. AAAI Duncan C. McElfresh, John P. Dickerson
2018	—	`conf`	Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange. AAAI Workshops Duncan C. McElfresh, John P. Dickerson
2018	J	`jnl`	Scalable Robust Kidney Exchange. CoRR Duncan C. McElfresh, Hoda Bidkhori, John P. Dickerson
2017	J	`jnl`	Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange. CoRR Duncan C. McElfresh, John P. Dickerson
2012	Misc	`conf`	Automatic classification of audio data using nonlinear neural response models. ICASSP Jörg-Hendrik Bach, Arne-Freerk Meyer, Duncan C. McElfresh, Jörn Anemüller