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Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift.

J. Snoek, Y. Ovadia, E. Fertig, B. Lakshminarayanan, S. Nowozin, D. Sculley, J. Dillon, J. Ren, and Z. Nado. NeurIPS, page 13969-13980. (2019)

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Michael Snoek

Heinrich Snoek

Horst-Peter Snoek

Gerd Snoek

Erich Snoek

Other publications of authors with the same name

Video analysis for identifying human operation difficulties and faucet usability assessment.B. Taati, J. Snoek, and A. Mihailidis. Neurocomputing, (2013)Avoiding a Tragedy of the Commons in the Peer Review Process.D. Sculley, J. Snoek, and A. Wiltschko. CoRR, (2019)Winner's Curse? On Pace, Progress, and Empirical Rigor.D. Sculley, J. Snoek, A. Wiltschko, and A. Rahimi. ICLR (Workshop), OpenReview.net, (2018)Stochastic Gradient Langevin dynamics that Exploit Neural Network Structure.Z. Nado, J. Snoek, R. Grosse, D. Duvenaud, B. Xu, and J. Martens. ICLR (Workshop), OpenReview.net, (2018)Data Mining in Bone Marrow Transplant Records to Identify Patients With High Odds of Survival.B. Taati, J. Snoek, D. Aleman, and A. Ghavamzadeh. IEEE J. Biomed. Health Informatics, 18 (1): 21-27 (2014)Automatic prior selection for meta Bayesian optimization with a case study on tuning deep neural network optimizers.Z. Wang, G. Dahl, K. Swersky, C. Lee, Z. Mariet, Z. Nado, J. Gilmer, J. Snoek, and Z. Ghahramani. CoRR, (2021)Bayesian Optimization and Semiparametric Models with Applications to Assistive Technology.J. Snoek. University of Toronto, Canada, (2014)Second opinion needed: communicating uncertainty in medical machine learning.B. Kompa, J. Snoek, and A. Beam. npj Digit. Medicine, (2021)Water Flow Detection in a Handwashing Task.B. Taati, J. Snoek, D. Giesbrecht, and A. Mihailidis. CRV, page 175-182. IEEE Computer Society, (2010)Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors.M. Dusenberry, G. Jerfel, Y. Wen, Y. Ma, J. Snoek, K. Heller, B. Lakshminarayanan, and D. Tran. ICML, volume 119 of Proceedings of Machine Learning Research, page 2782-2792. PMLR, (2020)

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Disambiguation of "Snoek, Jasper"

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Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift.

Please choose a person to relate this publication to

Michael Snoek

Heinrich Snoek

Horst-Peter Snoek

Gerd Snoek

Erich Snoek

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Snoek, Jasper"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift.

Please choose a person to relate this publication to

Michael Snoek

Heinrich Snoek

Horst-Peter Snoek

Gerd Snoek

Erich Snoek

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift.