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Robert T. McGibbon
Publication Activity (10 Years)
Years Active: 2016-2020
Publications (10 Years): 2
Top Topics
Machine Learning
Optimization Method
Risk Bounds
Hyperparameters
Top Venues
CoRR
J. Open Source Softw.
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Publications
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John J. Cherian
,
Andrew G. Taube
,
Robert T. McGibbon
,
Panagiotis Angelikopoulos
,
Guy Blanc
,
Michael Snarski
,
Daniel D. Richman
,
John L. Klepeis
,
David E. Shaw
Efficient hyperparameter optimization by way of PAC-Bayes bound minimization.
CoRR
(2020)
Robert T. McGibbon
,
Carlos X. Hernández
,
Matthew P. Harrigan
,
Steven M. Kearnes
,
Mohammad M. Sultan
,
Stanislaw Jastrzebski
,
Brooke E. Husic
,
Vijay S. Pande
Osprey: Hyperparameter Optimization for Machine Learning.
J. Open Source Softw.
1 (5) (2016)