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Peter Sadowski
Associate Professor, Information and Computer Sciences, University of Hawaii Manoa
Joined
September 2016
Names
Peter Sadowski
(Preferred)
,
Peter J. Sadowski
Emails
****@uci.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@hawaii.edu
(Confirmed)
,
****@hawaii.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
Information and Computer Sciences,
University of Hawaii Manoa
(hawaii.edu)
2023
–
Present
Assistant Professor
Information and Computer Sciences,
University of Hawaii Manoa
(hawaii.edu)
2018
–
2023
Postdoc
Computer Science,
University of California, Irvine
(uci.edu)
2016
–
2018
PhD student
Computer Science,
University of California, Irvine
(uci.edu)
2010
–
2016
Advisors, Relations & Conflicts
PhD Advisor
Pierre Baldi
2010
–
2018
Expertise
neural networks
,
deep learning
Present
local learning
,
biologically plausible learning
,
deep learning algorithms
Present
probabilistic machine learning
,
uncertainty quantification
Present
climate modeling
,
weather modeling
,
earth systems modeling
,
downscaling
,
solar
,
precipitation
Present
inverse problems
,
amortized variational inference
,
surrogate models
,
simulation based learning
Present
Publications
FishNet: Deep Neural Networks for Low-Cost Fish Stock Estimation
Moseli Mots'oehli
,
Anton Nikolaev
,
Wawan B. IGede
,
John Lynham
,
Peter J. Mous
,
Peter Sadowski
IEEE International Conference on Omni-layer Intelligent Systems (COINS)
Readers:
Everyone
Deep learning predicts all-cause mortality from longitudinal total-body DXA imaging
Yannik Glaser
,
John Shepherd
,
Lambert T Leong
,
Peter Sadowski
Nature Communications Medicine
Readers:
Everyone
WV-Net: A foundation model for SAR WV-mode satellite imagery trained using contrastive self-supervised learning on 10 million images
Yannik Glaser
,
Peter Sadowski
,
Justin E. Stopa
,
Bertrand Chapron
,
Linnea M. Wolniewicz
OpenReview Archive Direct Upload
Readers:
Everyone
Deep probabilistic 3D angular regression for directional dark matter detectors
Majd Ghrear
,
Peter Sadowski
,
Sven Einar Vahsen
Submitted to ICLR 2024
Readers:
Everyone
Searching for Higgs Boson Decay Modes with Deep Learning
Peter J. Sadowski
,
Daniel Whiteson
,
Pierre Baldi
2014 (modified: 11 Nov 2022)
NIPS 2014
Readers:
Everyone
Deep Learning, Dark Knowledge, and Dark Matter
Peter J. Sadowski
,
Julian Collado
,
Daniel Whiteson
,
Pierre Baldi
2014 (modified: 11 Nov 2022)
HEPML@NIPS 2014
Readers:
Everyone
Understanding Dropout
Pierre Baldi
,
Peter J. Sadowski
2013 (modified: 11 Nov 2022)
NIPS 2013
Readers:
Everyone
Co-Authors
Anton Nikolaev
Bertrand Chapron
Daniel Whiteson
John Lynham
John Shepherd
Julian Collado
Justin E. Stopa
Lambert T Leong
Linnea M. Wolniewicz
Majd Ghrear
Moseli Mots'oehli
Peter J. Mous
Pierre Baldi
Sven Einar Vahsen
Wawan B. IGede
Yannik Glaser