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Santiago Akle Serano
Principal Researcher, Enterprise software, NVIDIA
Joined
September 2019
Names
Santiago Akle Serano
(Preferred)
,
Santiago Akle Serrano
Emails
****@apple.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@nvidia.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Semantic Scholar
Career & Education History
Principal Researcher
Enterprise software ,
NVIDIA
(nvidia.com)
2024
–
Present
PhD student
Stanford University
(stanford.edu)
2008
–
2015
MS student
Stanford University
(stanford.edu)
2008
–
2013
Undergrad student
ITAM
(itam.edu)
2002
–
2007
Advisors, Relations & Conflicts
Coworker
Boris Ginsburg
2024
–
Present
Coworker
Daphne Koller
2019
–
2024
PhD Advisor
Michael Saunders
2009
–
2016
PhD Advisor
Yinyu Ye
2009
–
2016
Expertise
Machine learning
2010
–
Present
Optimization
2008
–
Present
Computational mathematics
2008
–
Present
Publications
SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling
Krishna C Puvvada
,
Faisal Ladhak
,
Santiago Akle Serano
,
Cheng-Ping Hsieh
,
Shantanu Acharya
,
Somshubra Majumdar
,
Fei Jia
,
Samuel Kriman
,
Simeng Sun
,
Dima Rekesh
,
Boris Ginsburg
LCFM 2025
Readers:
Everyone
Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well
Vipul Gupta
,
Santiago Akle Serrano
,
Dennis DeCoste
ICLR 2020
Readers:
Everyone
Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well
Vipul Gupta
,
Santiago Akle Serrano
,
Dennis DeCoste
CoRR 2020
Readers:
Everyone
Co-Authors
Boris Ginsburg
Cheng-Ping Hsieh
Dennis DeCoste
Dima Rekesh
Faisal Ladhak
Fei Jia
Krishna C Puvvada
Samuel Kriman
Shantanu Acharya
Simeng Sun
Somshubra Majumdar
Vipul Gupta