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Jonas Kemp
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 7
Top Topics
Language Models For Information Retrieval
Deep Learning
Probability Estimates
Boosting Algorithms
Top Venues
CoRR
ML4H@NeurIPS
CHIL
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Publications
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Daniel Lopez Martinez
,
Alex Yakubovich
,
Martin Seneviratne
,
Ádám D. Lelkes
,
Akshit Tyagi
,
Jonas Kemp
,
Ethan Steinberg
,
N. Lance Downing
,
Ron C. Li
,
Keith E. Morse
,
Nigam H. Shah
,
Ming-Jun Chen
Instability in clinical risk stratification models using deep learning.
CoRR
(2022)
Eric Loreaux
,
Ke Yu
,
Jonas Kemp
,
Martin Seneviratne
,
Christina Chen
,
Subhrajit Roy
,
Ivan Protsyuk
,
Natalie Harris
,
Alexander D'Amour
,
Steve Yadlowsky
,
Mingjun Chen
Boosting the interpretability of clinical risk scores with intervention predictions.
CoRR
(2022)
Daniel Lopez Martinez
,
Alex Yakubovich
,
Martin Seneviratne
,
Ádám D. Lelkes
,
Akshit Tyagi
,
Jonas Kemp
,
Ethan Steinberg
,
N. Lance Downing
,
Ron C. Li
,
Keith E. Morse
,
Nigam H. Shah
,
Ming-Jun Chen
Instability in clinical risk stratification models using deep learning.
ML4H@NeurIPS
(2022)
Michael W. Dusenberry
,
Dustin Tran
,
Edward Choi
,
Jonas Kemp
,
Jeremy Nixon
,
Ghassen Jerfel
,
Katherine A. Heller
,
Andrew M. Dai
Analyzing the role of model uncertainty for electronic health records.
CHIL
(2020)
Michael W. Dusenberry
,
Dustin Tran
,
Edward Choi
,
Jonas Kemp
,
Jeremy Nixon
,
Ghassen Jerfel
,
Katherine A. Heller
,
Andrew M. Dai
Analyzing the Role of Model Uncertainty for Electronic Health Records.
CoRR
(2019)
Jonas Kemp
,
Alvin Rajkomar
,
Andrew M. Dai
Improved Patient Classification with Language Model Pretraining Over Clinical Notes.
CoRR
(2019)
Zhen Xu
,
Andrew M. Dai
,
Jonas Kemp
,
Luke Metz
Learning an Adaptive Learning Rate Schedule.
CoRR
(2019)