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Can you trust your models uncertainty? Evaluating predictive uncertainty under dataset shift

Y. Ovadia, E. Fertig, J. Ren, Z. Nado, D. Sculley, S. Nowozin, J. Dillon, B. Lakshminarayanan, and J. Snoek. Advances in Neural Information Processing Systems, 32, Curran Associates, Inc., (2019)

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Jasper Jürgensen University of Stuttgart

Dr. -Ing. Frank Jasper Friesecke University of Stuttgart

Other publications of authors with the same name

Multi-Task Bayesian Optimization.K. Swersky, J. Snoek, and R. Adams. NIPS, page 2004-2012. (2013)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)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. Biomedical and Health Informatics, 18 (1): 21-27 (2014)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)Winner's Curse? On Pace, Progress, and Empirical Rigor.D. Sculley, J. Snoek, A. Wiltschko, and A. Rahimi. ICLR (Workshop), OpenReview.net, (2018)Water Flow Detection in a Handwashing Task.B. Taati, J. Snoek, D. Giesbrecht, and A. Mihailidis. CRV, page 175-182. IEEE Computer Society, (2010)Can you trust your models uncertainty? Evaluating predictive uncertainty under dataset shiftY. Ovadia, E. Fertig, J. Ren, Z. Nado, D. Sculley, S. Nowozin, J. Dillon, B. Lakshminarayanan, and J. Snoek. Advances in Neural Information Processing Systems, 32, Curran Associates, Inc., (2019)Nonparametric guidance of autoencoder representations using label information.J. Snoek, R. Adams, and H. Larochelle. J. Mach. Learn. Res., (2012)Learning Latent Permutations with Gumbel-Sinkhorn Networks.G. Mena, D. Belanger, S. Linderman, and J. Snoek. ICLR (Poster), OpenReview.net, (2018)

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Disambiguation of "Snoek, Jasper"

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Can you trust your models uncertainty? Evaluating predictive uncertainty under dataset shift

Please choose a person to relate this publication to

Jasper Jürgensen University of Stuttgart

Dr. -Ing. Frank Jasper Friesecke University of Stuttgart

Other publications of authors with the same name

Disambiguation

PUMA

Disambiguation of "Snoek, Jasper"

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

Please choose a person to relate this publication to

Jasper Jürgensen University of Stuttgart

Dr. -Ing. Frank Jasper Friesecke University of Stuttgart

Other publications of authors with the same name

Disambiguation

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URL
DOI
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APA
Chicago
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Can you trust your models uncertainty? Evaluating predictive uncertainty under dataset shift