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Underspecification Presents Challenges for Credibility in Modern Machine Learning.

A. D'Amour, K. Heller, D. Moldovan, B. Adlam, B. Alipanahi, A. Beutel, C. Chen, J. Deaton, J. Eisenstein, M. Hoffman, F. Hormozdiari, N. Houlsby, S. Hou, G. Jerfel, A. Karthikesalingam, M. Lucic, Y. Ma, C. McLean, D. Mincu, A. Mitani, A. Montanari, Z. Nado, V. Natarajan, C. Nielson, T. Osborne, R. Raman, K. Ramasamy, R. Sayres, J. Schrouff, M. Seneviratne, S. Sequeira, H. Suresh, V. Veitch, M. Vladymyrov, X. Wang, K. Webster, S. Yadlowsky, T. Yun, X. Zhai, and D. Sculley. J. Mach. Learn. Res., (2022)

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Akinori Shiotani

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Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.J. Hsu, S. Phene, A. Mitani, J. Luo, N. Hammel, J. Krause, and R. Sayres. CoRR, (2020)Detecting hidden signs of diabetes in external eye photographs.B. Babenko, A. Mitani, I. Traynis, N. Kitade, P. Singh, A. Maa, J. Cuadros, G. Corrado, L. Peng, D. Webster and 3 other author(s). CoRR, (2020)Predicting Risk of Developing Diabetic Retinopathy using Deep Learning.A. Bora, S. Balasubramanian, B. Babenko, S. Virmani, S. Venugopalan, A. Mitani, G. de Oliveira Marinho, J. Cuadros, P. Ruamviboonsuk, G. Corrado and 6 other author(s). CoRR, (2020)Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.G. Holste, D. van der Wal, H. Pinckaers, R. Yamashita, A. Mitani, and A. Esteva. ISBI, page 1-5. IEEE, (2023)Underspecification Presents Challenges for Credibility in Modern Machine Learning.A. D'Amour, K. Heller, D. Moldovan, B. Adlam, B. Alipanahi, A. Beutel, C. Chen, J. Deaton, J. Eisenstein, M. Hoffman and 30 other author(s). CoRR, (2020)Real-Time Processing of Two-Photon Calcium Imaging Data Including Lateral Motion Artifact Correction.A. Mitani, and T. Komiyama. Frontiers Neuroinformatics, (2018)Underspecification Presents Challenges for Credibility in Modern Machine Learning.A. D'Amour, K. Heller, D. Moldovan, B. Adlam, B. Alipanahi, A. Beutel, C. Chen, J. Deaton, J. Eisenstein, M. Hoffman and 30 other author(s). J. Mach. Learn. Res., (2022)Detecting Anemia from Retinal Fundus Images.A. Mitani, Y. Liu, A. Huang, G. Corrado, L. Peng, D. Webster, N. Hammel, and A. Varadarajan. CoRR, (2019)

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Disambiguation of "Mitani, Akinori"

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Underspecification Presents Challenges for Credibility in Modern Machine Learning.

Please choose a person to relate this publication to

Akinori Shiotani

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Mitani, Akinori"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Underspecification Presents Challenges for Credibility in Modern Machine Learning.

Please choose a person to relate this publication to

Akinori Shiotani

Other publications of authors with the same name

Disambiguation

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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Underspecification Presents Challenges for Credibility in Modern Machine Learning.