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Jacob Deasy
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 7
Top Topics
Variational Inference
Variable Selection
Intensive Care Units
Jensen Shannon Divergence
Top Venues
CoRR
NeurIPS
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Publications
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Jacob Deasy
,
Ron Schwessinger
,
Ferran Gonzalez
,
Stephen Young
,
Kim M. Branson
Generalising sequence models for epigenome predictions with tissue and assay embeddings.
CoRR
(2023)
Jacob Deasy
,
Nikola Simidjievski
,
Pietro Liò
Heavy-tailed denoising score matching.
CoRR
(2021)
Jacob Deasy
,
Nikola Simidjievski
,
Pietro Lió
Constraining Variational Inference with Geometric Jensen-Shannon Divergence.
NeurIPS
(2020)
Jacob Deasy
,
Ari Ercole
,
Pietro Liò
Adaptive Prediction Timing for Electronic Health Records.
CoRR
(2020)
Jacob Deasy
,
Nikola Simidjievski
,
Pietro Liò
Constraining Variational Inference with Geometric Jensen-Shannon Divergence.
CoRR
(2020)
Jacob Deasy
,
Pietro Liò
,
Ari Ercole
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing.
CoRR
(2019)
Jacob Deasy
,
Ari Ercole
,
Pietro Liò
Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning.
CoRR
(2019)