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Christine A. Shoemaker
Joined
July 2019
Names
Christine A. Shoemaker
(Preferred)
,
Christine Annette Shoemaker
Emails
****@nus.edu.sg
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Wikipedia
Career & Education History
Full Professor
National University of Singapore
(nus.edu.sg)
2015
–
2021
Full Professor
Cornell University
(cornell.edu)
1972
–
2015
Advisors, Relations & Conflicts
Coauthor
David Bindel
2012
–
2020
Coauthor
David Eriksson
2013
–
2019
PhD Advisee
Kyle Perline
2013
–
2017
PhD Advisee
Juliane Mueller
2010
–
2014
PhD Advisee
Stefan Wild
2002
–
2008
Postdoc Advisee
Rommel Regis
2001
–
2008
Coauthor
Daviid Ruppert
1998
–
2008
Expertise
Optimzation
,
blackbox problems
,
machine learning
,
deep learning
,
multi-objective
2016
–
2021
Parallel 0ptimization algorithm
,
PDE Objective functions
,
lake hydrodynamics
,
pollution
2015
–
2021
Surrogate Global Optimization
,
blackbox expensive functions
,
parallel
,
multifidelity
2001
–
2021
Dynamic Programming
,
Ecological
,
Inventoryapplications (intermitent activity)
1972
–
2021
Surrogate
,
Optimization
,
Partial Differential Equation
,
remove groundwater contamination Objective Functions-to stop groundwater contamination
1992
–
2015
Publications
ROSA: An Optimization Algorithm for Multi-Modal Derivative-Free Functions in High Dimensions
Ilija Ilievski
,
Wenyu Wang
,
Christine A. Shoemaker
NeurIPS BDU Workshop 2024 Poster
Readers:
Everyone
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates
Ilija Ilievski
,
Taimoor Akhtar
,
Jiashi Feng
,
Christine Annette Shoemaker
2017 (modified: 16 Jul 2019)
AAAI 2017
Readers:
Everyone
Co-Authors
Ilija Ilievski
Jiashi Feng
Taimoor Akhtar
Wenyu Wang