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David Duvenaud

University of British Columbia · CA
Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Gaussian Processes and Bayesian Inference, Generative Adversarial Networks and Image Synthesis, Model Reduction and Neural Networks, and Neural Networks and Applications.
h-index
44
citations
11,017
works
123
NIH funding
primary concept
email

Recent publications

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules.
Cambridge University Engineering Department Publications Database 2018cited by 1,975position: middledoi
Compositional inductive biases in function learning
Cognitive Psychology 2017cited by 97position: middledoi
Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach
Nature Materials 2016cited by 1,119position: middledoi
Automatic Construction and Natural-Language Description of Nonparametric Regression Models
Proceedings of the AAAI Conference on Artificial Intelligence 2014cited by 126position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

· 2 papers (2016–2018)Joshua B. Tenenbaum · Massachusetts Institute of Technology2 papers (2014–2017)Alán Aspuru‐Guzik · University of Toronto2 papers (2016–2018)Ryan P. Adams · Sandia National Laboratories California2 papers (2016–2018)Jorge Aguilera‐Iparraguirre · Massachusetts Institute of Technology2 papers (2016–2018)Rafael Gómez‐Bombarelli · Massachusetts Institute of Technology2 papers (2016–2018)Samuel J. Gershman · Massachusetts Institute of Technology1 papers (2017–2017) · 1 papers (2016–2016) · 1 papers (2016–2016)Markus Einzinger · Massachusetts Institute of Technology1 papers (2016–2016)Tony Wu · Massachusetts Institute of Technology1 papers (2016–2016) · 1 papers (2017–2017) · 1 papers (2016–2016)Marc A. Baldo · Massachusetts Institute of Technology1 papers (2016–2016)Wenliang Huang · Guhua Hospital1 papers (2016–2016) · 1 papers (2016–2016)Benjamín Sánchez-Lengeling · Google (United States)1 papers (2018–2018)Roger Grosse · Massachusetts Institute of Technology1 papers (2014–2014)Dong-Gwang Ha · Massachusetts Institute of Technology1 papers (2016–2016)Dennis Sheberla · Massachusetts Institute of Technology1 papers (2018–2018)