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Author Details
Full Name
Sonali Parbhoo
Affiliation
Imperial College London
ORCID
Career Start Year
2017
Papers
10
H Index
4
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37662875
The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning.
Proc Mach Learn Res
2023
35309006
Learning Predictive and Interpretable Timeseries Summaries from ICU Data.
AMIA Annu Symp Proc
2022
35688512
Operationalising fairness in medical algorithms.
BMJ Health Care Inform
2022
34457168
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise As Much As Possible.
AMIA Jt Summits Transl Sci Proc
2021
33594046
Real-time prediction of COVID-19 related mortality using electronic health records.
Nat Commun
2021
33136754
Host Genomics of the HIV-1 Reservoir Size and Its Decay Rate During Suppressive Antiretroviral Treatment.
J Acquir Immune Defic Syndr
2020
33286163
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates.
Entropy (Basel)
2020
31324762
Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART.
Nat Commun
2019
30419029
Improving counterfactual reasoning with kernelised dynamic mixing models.
PLoS One
2018
28815137
Combining Kernel and Model Based Learning for HIV Therapy Selection.
AMIA Jt Summits Transl Sci Proc
2017
1 - 10 of 10
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