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Claudio P. Santiago
Lawrence Livermore National Laboratory, Lawrence Livermore National Labs
Joined
October 2020
Names
Claudio P. Santiago
(Preferred)
,
Claudio Santiago
,
Claudio Prata Santiago
Emails
****@llnl.gov
(Confirmed)
,
****@llnl.gov
(Confirmed)
Personal Links
Homepage
Career & Education History
Lawrence Livermore National Laboratory
Lawrence Livermore National Labs
(llnl.gov)
2011
–
Present
PhD student
Georgia Institute of Technology
(gatech.edu)
2003
–
2009
MS student
Federal University of Rio de Janeiro - UFRJ
(ufrj.br)
1998
–
2001
Advisors, Relations & Conflicts
PhD Advisor
Earl R. Barnes
2007
–
2009
MS Advisor
Nelson Maculan
1998
–
2001
Expertise
Continuous optimization
1998
–
Present
Publications
A Unified Framework for Deep Symbolic Regression
Mikel Landajuela
,
Chak Lee
,
Jiachen Yang
,
Ruben Glatt
,
Claudio P. Santiago
,
Ignacio Aravena
,
Terrell N. Mundhenk
,
Garrett Mulcahy
,
Brenden K. Petersen
Published: 31 Oct 2022, Last Modified: 11 Jan 2023
NeurIPS 2022 Accept
Readers:
Everyone
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding
Terrell N. Mundhenk
,
Mikel Landajuela
,
Ruben Glatt
,
Claudio P. Santiago
,
Daniel faissol
,
Brenden K. Petersen
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
Incorporating domain knowledge into neural-guided search via in situ priors and constraints
Brenden K Petersen
,
Claudio Santiago
,
Mikel Landajuela
Published: 14 Jul 2021, Last Modified: 05 May 2023
AutoML@ICML2021 Poster
Readers:
Everyone
Co-Authors
Brenden K Petersen
Brenden K. Petersen
Chak Lee
Daniel faissol
Garrett Mulcahy
Ignacio Aravena
Jiachen Yang
Mikel Landajuela
Ruben Glatt
Terrell N. Mundhenk