Login / Signup
Stephen Malina
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Causal Knowledge
Class Membership
Training Samples
Pairwise
Top Venues
CoRR
MLCB
PLoS Comput. Biol.
</>
Publications
</>
Farhan Damani
,
David H. Brookes
,
Theodore Sternlieb
,
Cameron Webster
,
Stephen Malina
,
Rishi Jajoo
,
Kathy Lin
,
Sam Sinai
Beyond the training set: an intuitive method for detecting distribution shift in model-based optimization.
CoRR
(2023)
Lauren Berk Wheelock
,
Stephen Malina
,
Jeffrey Gerold
,
Sam Sinai
Forecasting labels under distribution-shift for machine-guided sequence design.
CoRR
(2022)
Stephen Malina
,
Daniel Cizin
,
David A. Knowles
Deep mendelian randomization: Investigating the causal knowledge of genomic deep learning models.
PLoS Comput. Biol.
18 (10) (2022)
Lauren Berk Wheelock
,
Stephen Malina
,
Jeffrey Gerold
,
Sam Sinai
Forecasting labels under distribution-shift for machine-guided sequence design.
MLCB
(2022)