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Learning outside the Black-Box: The pursuit of interpretable models.

J. Crabbé, Y. Zhang, W. Zame, and M. van der Schaar. CoRR, (2020)

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Jonathan Roth

Jonathan Cavanagh

Jonathan Vöglein

Jonathan Rother

Jonathan Roericht

Other publications of authors with the same name

MatterGen: a generative model for inorganic materials design.C. Zeni, R. Pinsler, D. Zügner, A. Fowler, M. Horton, X. Fu, S. Shysheya, J. Crabbé, L. Sun, J. Smith and 2 other author(s). CoRR, (2023)Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability.J. Crabbé, A. Curth, I. Bica, and M. van der Schaar. NeurIPS, (2022)Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data.N. Seedat, J. Crabbé, I. Bica, and M. van der Schaar. NeurIPS, (2022)Learning outside the Black-Box: The pursuit of interpretable models.J. Crabbé, Y. Zhang, W. Zame, and M. van der Schaar. NeurIPS, (2020)DAGnosis: Localized Identification of Data Inconsistencies using Structures.N. Huynh, J. Berrevoets, N. Seedat, J. Crabbé, Z. Qian, and M. van der Schaar. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1864-1872. PMLR, (2024)Joint Training of Deep Ensembles Fails Due to Learner Collusion.A. Jeffares, T. Liu, J. Crabbé, and M. van der Schaar. CoRR, (2023)Time Series Diffusion in the Frequency Domain.J. Crabbé, N. Huynh, J. Stanczuk, and M. van der Schaar. CoRR, (2024)Concept Activation Regions: A Generalized Framework For Concept-Based Explanations.J. Crabbé, and M. van der Schaar. NeurIPS, (2022)Label-Free Explainability for Unsupervised Models.J. Crabbé, and M. van der Schaar. ICML, volume 162 of Proceedings of Machine Learning Research, page 4391-4420. PMLR, (2022)Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance.J. Crabbé, and M. van der Schaar. CoRR, (2023)

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Disambiguation of "Crabbé, Jonathan"

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Learning outside the Black-Box: The pursuit of interpretable models.

Please choose a person to relate this publication to

Jonathan Roth

Jonathan Cavanagh

Jonathan Vöglein

Jonathan Rother

Jonathan Roericht

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Crabbé, Jonathan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Learning outside the Black-Box: The pursuit of interpretable models.

Please choose a person to relate this publication to

Jonathan Roth

Jonathan Cavanagh

Jonathan Vöglein

Jonathan Rother

Jonathan Roericht

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
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Learning outside the Black-Box: The pursuit of interpretable models.