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1711.05099
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Overcoming data scarcity with transfer learning
2 November 2017
Maxwell Hutchinson
Erin Antono
Brenna M. Gibbons
S. Paradiso
Julia Ling
B. Meredig
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Papers citing
"Overcoming data scarcity with transfer learning"
6 / 6 papers shown
Title
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries
Subhash V.S. Ganti
Lukas Woelfel
Christopher Kuenneth
207
0
0
20 Feb 2025
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models
G. L. Guimaraes
Benjamín Sánchez-Lengeling
Carlos Outeiral
Pedro Luis Cunha Farias
Alán Aspuru-Guzik
GAN
82
525
0
30 May 2017
High-Dimensional Materials and Process Optimization using Data-driven Experimental Design with Well-Calibrated Uncertainty Estimates
Julia Ling
Maxwell Hutchinson
Erin Antono
S. Paradiso
B. Meredig
51
153
0
21 Apr 2017
Automatic chemical design using a data-driven continuous representation of molecules
Rafael Gómez-Bombarelli
Jennifer N. Wei
David Duvenaud
José Miguel Hernández-Lobato
Benjamín Sánchez-Lengeling
Dennis Sheberla
J. Aguilera-Iparraguirre
Timothy D. Hirzel
Ryan P. Adams
Alán Aspuru-Guzik
3DV
174
2,939
0
07 Oct 2016
Massively Multitask Networks for Drug Discovery
Bharath Ramsundar
S. Kearnes
Patrick F. Riley
D. Webster
D. Konerding
Vijay S. Pande
97
472
0
06 Feb 2015
Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife
Stefan Wager
Trevor Hastie
B. Efron
UQCV
177
402
0
18 Nov 2013
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