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Matthew Hoffman
Joined
March 2017
Names
Matthew Hoffman
,
Matthew W. Hoffman
Emails
****@google.com
(Confirmed)
,
****@cam.ac.uk
Personal Links
Google Scholar
DBLP
Career & Education History
Research Scientist
Google
(google.com)
2016
–
2017
Postdoc
University of Cambridge
(cam.ac.uk)
2013
–
2016
PhD student
University of British Columbia
(ubc.ca)
2006
–
2013
Advisors, Relations & Conflicts
Coauthor
José Miguel Hernández-Lobato
2016
–
Present
Coauthor
Michael A Gelbart
2016
–
Present
Coauthor
Ryan P Adams
2016
–
Present
Coauthor
Zoubin Ghahramani
2016
–
Present
Expertise
Global optimization
Present
Bayesian optimization
Present
Reinforcement learning
Present
Publications
Knowledge Transfer from Teachers to Learners in Growing-Batch Reinforcement Learning
Patrick Emedom-Nnamdi
,
Abram L. Friesen
,
Bobak Shahriari
,
Nando de Freitas
,
Matthew Hoffman
Published: 03 Mar 2023, Last Modified: 21 Apr 2023
RRL 2023 Poster
Readers:
Everyone
Addressing Extrapolation Error in Deep Offline Reinforcement Learning
Caglar Gulcehre
,
Sergio Gómez Colmenarejo
,
ziyu wang
,
Jakub Sygnowski
,
Thomas Paine
,
Konrad Zolna
,
Yutian Chen
,
Matthew Hoffman
,
Razvan Pascanu
,
Nando de Freitas
28 Sept 2020 (modified: 05 May 2023)
ICLR 2021 Conference Blind Submission
Readers:
Everyone
Learned Optimizers that Scale and Generalize
Olga Wichrowska
,
Niru Maheswaranathan
,
Matthew W. Hoffman
,
Sergio Gomez Colmenarejo
,
Misha Denil
,
Nando de Freitas
,
Jascha Sohl-Dickstein
2017 (modified: 11 Nov 2022)
ICML 2017
Readers:
Everyone
Learning to Learn without Gradient Descent by Gradient Descent
Yutian Chen
,
Matthew W. Hoffman
,
Sergio Gomez Colmenarejo
,
Misha Denil
,
Timothy P. Lillicrap
,
Matthew Botvinick
,
Nando de Freitas
2017 (modified: 11 Nov 2022)
ICML 2017
Readers:
Everyone
Learning to learn by gradient descent by gradient descent
Marcin Andrychowicz
,
Misha Denil
,
Sergio Gomez Colmenarejo
,
Matthew W. Hoffman
,
David Pfau
,
Tom Schaul
,
Nando de Freitas
2016 (modified: 11 Nov 2022)
NIPS 2016
Readers:
Everyone
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints
José Miguel Hernández-Lobato
,
Michael A. Gelbart
,
Matthew W. Hoffman
,
Ryan P. Adams
,
Zoubin Ghahramani
2015 (modified: 11 Nov 2022)
ICML 2015
Readers:
Everyone
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions
José Miguel Hernández-Lobato
,
Matthew W. Hoffman
,
Zoubin Ghahramani
2014 (modified: 11 Nov 2022)
NIPS 2014
Readers:
Everyone
Finite-Sample Analysis of Lasso-TD
Mohammad Ghavamzadeh
,
Alessandro Lazaric
,
Rémi Munos
,
Matthew W. Hoffman
2011 (modified: 16 Jul 2019)
ICML 2011
Readers:
Everyone
Co-Authors
Abram L. Friesen
Alessandro Lazaric
Bobak Shahriari
Caglar Gulcehre
David Pfau
Jakub Sygnowski
Jascha Sohl-Dickstein
José Miguel Hernández-Lobato
Konrad Zolna
Marcin Andrychowicz
Matthew Botvinick
Michael A. Gelbart
Misha Denil
Mohammad Ghavamzadeh
Nando de Freitas
Niru Maheswaranathan
Olga Wichrowska
Patrick Emedom-Nnamdi
Razvan Pascanu
Ryan P. Adams
Rémi Munos
Sergio Gomez Colmenarejo
Sergio Gómez Colmenarejo
Thomas Paine
Timothy P. Lillicrap
View all 29 co-authors