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Willa Potosnak
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Learning Classifier Systems
Survival Analysis
Graph Based Algorithm
Neural Network
Top Venues
CoRR
MLHC
AAAI
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Publications
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Willa Potosnak
,
Cristian Challu
,
Kin G. Olivares
,
Artur Dubrawski
Forecasting Response to Treatment with Deep Learning and Pharmacokinetic Priors.
CoRR
(2023)
Chirag Nagpal
,
Willa Potosnak
,
Artur Dubrawski
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data.
CoRR
(2022)
Chirag Nagpal
,
Willa Potosnak
,
Artur Dubrawski
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data.
MLHC
(2022)
Willa Potosnak
Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities.
AAAI
(2022)
Salva Rühling Cachay
,
Emma Erickson
,
Arthur Fender C. Bucker
,
Ernest Pokropek
,
Willa Potosnak
,
Suyash Bire
,
Salomey Osei
,
Björn Lütjens
The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks.
CoRR
(2021)
Salva Rühling Cachay
,
Emma Erickson
,
Arthur Fender C. Bucker
,
Ernest Pokropek
,
Willa Potosnak
,
Salomey Osei
,
Björn Lütjens
Graph Neural Networks for Improved El Niño Forecasting.
CoRR
(2020)