David Duvenaud

Citirano

	Sve	Od 2018.
Citati	20373	19123
H-indeks	44	44
i10-indeks	64	61

6000

3000

1500

4500

201420152016201720182019202020212022202367 142 281 649 1364 2462 3902 4915 5370 1101

Javni pristup

Prikaži sve

13 članaka

0 članaka

dostupno

nije dostupno

Na temelju uvjeta financiranja

Suautori

Ryan P. AdamsPrinceton UniversityPotvrđena adresa e-pošte na princeton.edu
Ricky Tian Qi ChenResearch Scientist at FAIR, Meta AIPotvrđena adresa e-pošte na meta.com
Alan Aspuru-GuzikProfessor of Chemistry and Computer Science, University of Toronto (starting July 1, 2018)Potvrđena adresa e-pošte na utoronto.ca
Dougal MaclaurinPhD student, Harvard UniversityPotvrđena adresa e-pošte na physics.harvard.edu
Jorge Aguilera-IparraguirreRecursion PharmaceuticalsPotvrđena adresa e-pošte na recursionpharma.com
Will GrathwohlResearch Scientist, DeepmindPotvrđena adresa e-pošte na deepmind.com
Rafael Gómez-BombarelliAssociate Professor, MIT DMSEPotvrđena adresa e-pošte na mit.edu
Roger GrosseAssociate Professor, University of TorontoPotvrđena adresa e-pošte na cs.toronto.edu
Jesse BettencourtUniversity of TorontoPotvrđena adresa e-pošte na cs.toronto.edu
Xuechen LiStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Jörn-Henrik JacobsenApple AI/ML ResearchPotvrđena adresa e-pošte na vectorinstitute.ai
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GooglePotvrđena adresa e-pošte na eng.cam.ac.uk
Jonathan LorraineResearch, NVIDIA; PhD Candidate, University of Toronto; Vector InstitutePotvrđena adresa e-pošte na cs.toronto.edu
Jennifer N WeiGooglePotvrđena adresa e-pošte na google.com
Joshua B. TenenbaumMITPotvrđena adresa e-pošte na mit.edu
Yulia RubanovaDeepmindPotvrđena adresa e-pošte na google.com
James Robert LloydPhD from Machine Learning Group, Cambridge UniversityPotvrđena adresa e-pošte na cam.ac.uk
Kevin SwerskyGoogle BrainPotvrđena adresa e-pošte na cs.toronto.edu
Matthew J. JohnsonGoogle BrainPotvrđena adresa e-pošte na csail.mit.edu
José Miguel Hernández-LobatoProfessor of Machine Learning, University of CambridgePotvrđena adresa e-pošte na cam.ac.uk

Prati

David Duvenaud

Associate Professor, University of Toronto

Potvrđena adresa e-pošte na cs.toronto.edu - Početna stranica

Deep Learning Differential Equations Approximate Inference


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Convolutional Networks on Graphs for Learning Molecular Fingerprints D Duvenaud, D Maclaurin, J Aguilera-Iparraguirre, R Gómez-Bombarelli, ... Neural Information Processing Systems, 2015	3373	2015
Neural Ordinary Differential Equations RTQ Chen, Y Rubanova, J Bettencourt, D Duvenaud Neural Information Processing Systems, 2018	2953	2018
Automatic chemical design using a data-driven continuous representation of molecules R Gómez-Bombarelli, JN Wei, D Duvenaud, JM Hernández-Lobato, ... ACS central science 4 (2), 268-276, 2018	2301	2018
Isolating sources of disentanglement in variational autoencoders RTQ Chen, X Li, R Grosse, D Duvenaud Neural Information Processing Systems, arXiv preprint arXiv:1802.04942, 2018	1007	2018
Gradient-based hyperparameter optimization through reversible learning D Maclaurin, D Duvenaud, R Adams International conference on machine learning, 2113-2122, 2015	823	2015
Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach R Gómez-Bombarelli, J Aguilera-Iparraguirre, TD Hirzel, D Duvenaud, ... Nature materials 15 (10), 1120-1127, 2016	747	2016
FFJORD: Free-form continuous dynamics for scalable reversible generative models W Grathwohl, RTQ Chen, J Betterncourt, I Sutskever, D Duvenaud International Conference on Learning Representations, 2018	653*	2018
Automatic model construction with Gaussian processes D Duvenaud University of Cambridge, 2014	645	2014
Structure Discovery in Nonparametric Regression through Compositional Kernel Search D Duvenaud, JR Lloyd, R Grosse, JB Tenenbaum, Z Ghahramani International Conference on Machine Learning, 2013	538	2013
Composing graphical models with neural networks for structured representations and fast inference MJ Johnson, DK Duvenaud, A Wiltschko, RP Adams, SR Datta Advances in neural information processing systems 29, 2016	524	2016
Latent ODEs for irregularly-sampled time series Y Rubanova, RTQ Chen, D Duvenaud Neural Information Processing Systems, 2019	522*	2019
Invertible residual networks J Behrmann, W Grathwohl, RTQ Chen, D Duvenaud, JH Jacobsen International Conference on Machine Learning, 2018	444	2018
Neural networks for the prediction of organic chemistry reactions JN Wei, D Duvenaud, A Aspuru-Guzik ACS central science 2 (10), 725-732, 2016	373	2016
Additive Gaussian Processes D Duvenaud, H Nickisch, CE Rasmussen Neural Information Processing Systems, 2011	337	2011
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One W Grathwohl, KC Wang, JH Jacobsen, D Duvenaud, M Norouzi, ... International Conference on Learning Representations 2020, 2019	335	2019
Autograd: Reverse-mode differentiation of native python D Maclaurin, D Duvenaud, M Johnson, RP Adams ICML workshop on Automatic Machine Learning, 2015	285*	2015
Residual Flows for Invertible Generative Modeling RTQ Chen, J Behrmann, D Duvenaud, JH Jacobsen Neural Information Processing Systems, 2019	258	2019
Backpropagation through the void: Optimizing control variates for black-box gradient estimation W Grathwohl, D Choi, Y Wu, G Roeder, D Duvenaud International Conference on Learning Representations, arXiv preprint arXiv …, 2017	255	2017
Automatic construction and natural-language description of nonparametric regression models JR Lloyd, D Duvenaud, R Grosse, JB Tenenbaum, Z Ghahramani Association for the Advancement of Artificial Intelligence, 2014	249	2014
Inference suboptimality in variational autoencoders C Cremer, X Li, D Duvenaud International Conference on Machine Learning, 1078-1086, 2018	240	2018

Sustav trenutno ne može provesti ovu radnju. Pokušajte ponovo kasnije.

Članci 1–20

Godišnji broj citata

Dvostruki navodi

Spojeni navodi

Dodavanje suautoraSuautori

Prati

Citirano

Suautori