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George E. Dahl
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Bio
I am currently a research scientist at Google on the Brain team in Mountain View. I graduated from the U of T Machine Learning Group and my supervisor was Geoffrey Hinton.
During my PhD, my collaborators and I trained the first successful deep acoustic models for automatic speech recognition. I also led the team that won the Merck molecular activity challenge on Kaggle.
Research interests
deep learning
natural language processing
most of statistical machine learning
During my PhD, my collaborators and I trained the first successful deep acoustic models for automatic speech recognition. I also led the team that won the Merck molecular activity challenge on Kaggle.
Research interests
deep learning
natural language processing
most of statistical machine learning
Papers44 papers
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Guodong Zhang, Lala Li, Zachary Nado,James Martens,Sushant Sachdeva,George Dahl, Chris Shallue,Roger Grosse
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 8194-8205
Cited by11EIBibtex
arXiv: Computer Vision and Pattern Recognition, (2018)
arXiv: Learning, (2018)
TextGraphs@NAACL-HLT, (2018): 59-69
Sam Schoenholz, Sean Hackett, Laura Deming, Eugene Melamud,Andrew M. Dai,Navdeep Jaitly, Fiona McAllister, Jonathon O'Brien,George E. Dahl, Bryson Bennett, Daphne Koller
arXiv: Quantitative Methods, (2018)
Cited by1Bibtex
Yun Liu, Timo Kohlberger,Mohammad Norouzi,George E Dahl, Jenny L Smith, Arash Mohtashamian, Niels Olson,Lily H Peng,Jason D Hipp, Martin C Stumpe
Archives of pathology & laboratory medicine, (2018)
Christopher J. Shallue,Jaehoon Lee, Joseph M. Antognini,Jascha Sohl-Dickstein,Roy Frostig,George E. Dahl
Journal of Machine Learning Research, no. 112 (2018)
Yun Liu, Timo Kohlberger,Mohammad Norouzi,George E. Dahl, Jenny L. Smith, Arash Mohtashamian, Niels Olson,Lily H. Peng,Jason D. Hipp, Martin C. Stumpe
Archives of Pathology & Laboratory Medicine, (2018)
Cited by103Bibtex
ICLR, (2018)
Akosua Busia,George E. Dahl,Clara Fannjiang, David Alexander, Lizzie Dorfman,Ryan Poplin,Cory Y. McLean, Pi-Chuan Chang, Mark DePristo
bioRxiv, pp.353474-12, (2018)
Cited by1Bibtex
EMNLP, (2018): 2942-2946
ICML, (2017)
Felix A Faber, Luke Hutchison,Bing Huang, Justin Gilmer,Samuel S Schoenholz,George E Dahl,Oriol Vinyals,Steven Kearnes,Patrick F Riley,O Anatole von Lilienfeld
Journal of chemical theory and computation, no. 11 (2017): 5255-5264
Felix A. Faber, Luke Hutchison,Bing Huang, Justin Gilmer,Samuel S. Schoenholz,George E. Dahl, Oriol Vinyals,Steven Kearnes,Patrick F. Riley,O. Anatole von Lilienfeld
arXiv: Chemical Physics, (2017)
Cited by6Bibtex
Yun Liu, Krishna Gadepalli,Mohammad Norouzi,George E. Dahl, Timo Kohlberger, Aleksey Boyko,Subhashini Venugopalan, Aleksei Timofeev, Philip Q. Nelson,Gregory S. Corrado,Jason D. Hipp,Lily Peng
arXiv: Computer Vision and Pattern Recognition, (2017)
Journal of Chemical Information and Modeling, (2015)
Cited by17Bibtex
J. Chem. Inf. Model., no. 2 (2015): 263-274
Neural Networks, (2015): 39-48
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