Duncan McElfresh
5 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
NIPS (3)
ICML (1)
UAI (1)
Top co-authors
Keywords
hyperparameter tuning
(2)
kidney exchange
(2)
combinatorial optimization
(2)
machine learning fairness
(1)
algorithm selection
(1)
monte carlo tree search
(1)
fairness metric
(1)
tabular datum
(1)
recommender system
(1)
mixed-integer programming
(1)
demographic parity
(1)
matching algorithm
(1)
equalized odd
(1)
cold start problem
(1)
chain packing
(1)
equal opportunity
(1)
comprehension metric
(1)
gradient boosted decision tree
(1)
neural network
(1)
survey comprehension
(1)
Papers
When Do Neural Nets Outperform Boosted Trees on Tabular Data?
NIPS 2023
On the Generalizability and Predictability of Recommender Systems
NIPS 2022
Improving Policy-Constrained Kidney Exchange via Pre-Screening
NIPS 2020
Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics
ICML 2020
Kidney Exchange with Inhomogeneous Edge Existence Uncertainty
UAI 2020