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Jacob Deasy
Joined
May 2020
Names
Jacob Deasy
(Preferred)
,
Jacob Thomas Deasy
Emails
****@cam.ac.uk
(Confirmed)
,
****@yahoo.co.uk
(Confirmed)
,
****@gsk.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
AIML,
GSK plc
(gsk.com)
2022
–
2024
PhD student
University of Cambridge
(cam.ac.uk)
2018
–
2021
MS student
University of Cambridge
(cam.ac.uk)
2017
–
2018
MS student
Imperial College London
(imperial.ac.uk)
2013
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Pietro Lio
2018
–
2021
PhD Advisor
Ari Ercole
2018
–
2021
Coauthor
Tristan Pryer
2019
–
2020
Coauthor
Colin Cotter
2017
–
2020
Expertise
VAEs
2020
–
2021
deep unsupervised learning
2019
–
2020
information theory
2019
–
2020
RNNs
2017
–
2020
Publications
Fine-tuning Protein Language Models with Deep Mutational Scanning improves Variant Effect Prediction
Aleix Lafita
,
Ferran Gonzalez
,
Mahmoud Hossam
,
Paul Smyth
,
Jacob Deasy
,
Ari L. Allyn-Feuer
,
Daniel D Seaton
,
Stephen Young
MLGenX 2024 Poster
Readers:
Everyone
$\alpha$-VAEs : Optimising variational inference by learning data-dependent divergence skew
Jacob Deasy
,
Tom Andrew McIver
,
Nikola Simidjievski
,
Pietro Lio
Published: 15 Jun 2021, Last Modified: 05 May 2023
INNF+ 2021 poster
Readers:
Everyone
Adaptive Prediction Timing for Electronic Health Records
Jacob Deasy
,
Ari Ercole
,
Pietro Liò
2020 (modified: 08 Nov 2022)
CoRR 2020
Readers:
Everyone
Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing
Jacob Deasy
,
Pietro Liò
,
Ari Ercole
2019 (modified: 08 Nov 2022)
CoRR 2019
Readers:
Everyone
Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning
Jacob Deasy
,
Ari Ercole
,
Pietro Liò
2019 (modified: 08 Nov 2022)
CoRR 2019
Readers:
Everyone
Co-Authors
Aleix Lafita
Ari Ercole
Ari L. Allyn-Feuer
Daniel D Seaton
Ferran Gonzalez
Mahmoud Hossam
Nikola Simidjievski
Paul Smyth
Pietro Lio
Pietro Liò
Stephen Young
Tom Andrew McIver