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Learning to Explain: An Information-Theoretic Perspective on Model Interpretation

J. Chen, L. Song, M. Wainwright, and M. Jordan. (2018)cite arxiv:1802.07814Comment: Accepted to ICML 2018 as a long oral.

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Jianbo Cai

Jianbo Jin

Jianbo Wu

Jianbo Na

Chen Chen

Other publications of authors with the same name

The Compatibility Study of Reading Halftone Microstructure Information on Mobile Phone.J. Chen, P. Cao, D. Mu, J. Hu, M. Li, and J. Wang. ICCSIP, volume 710 of Communications in Computer and Information Science, page 493-501. Springer, (2016)QuTE: Decentralized multiple testing on sensor networks with false discovery rate control.A. Ramdas, J. Chen, M. Wainwright, and M. Jordan. CDC, page 6415-6421. IEEE, (2017)A Deformable Convolutional Neural Network with Oriented Response for Fine-Grained Visual Classification.S. Ruan, J. Yang, and J. Chen. ICMLC, page 133-140. ACM, (2021)ML-LOO: Detecting Adversarial Examples with Feature Attribution.P. Yang, J. Chen, C. Hsieh, J. Wang, and M. Jordan. AAAI, page 6639-6647. AAAI Press, (2020)A Novel System for Robust Text Location and Recognition of Book Covers.Z. Zhang, K. Qi, K. Chen, C. Li, J. Chen, and H. Guan. ACCV (2), volume 5995 of Lecture Notes in Computer Science, page 608-617. Springer, (2009)Towards Interpretability and Robustness of Machine Learning Models.J. Chen. University of California, Berkeley, USA, (2019)A Virtual Complex Impedance Based $P-V$ Droop Method for Parallel-Connected Inverters in Low-Voltage AC Microgrids.J. Chen, D. Yue, C. Dou, L. Chen, S. Weng, and Y. Li. IEEE Trans. Ind. Informatics, 17 (3): 1763-1773 (2021)Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data.P. Yang, J. Chen, C. Hsieh, J. Wang, and M. Jordan. J. Mach. Learn. Res., (2020)Learning to Explain: An Information-Theoretic Perspective on Model InterpretationJ. Chen, L. Song, M. Wainwright, and M. Jordan. (2018)cite arxiv:1802.07814Comment: Accepted to ICML 2018 as a long oral.DAGGER: A sequential algorithm for FDR control on DAGs.A. Ramdas, J. Chen, M. Wainwright, and M. Jordan. CoRR, (2017)

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Disambiguation of "Chen, Jianbo"

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Learning to Explain: An Information-Theoretic Perspective on Model Interpretation

Please choose a person to relate this publication to

Jianbo Cai

Jianbo Jin

Jianbo Wu

Jianbo Na

Chen Chen

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Chen, Jianbo"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Learning to Explain: An Information-Theoretic Perspective on Model Interpretation

Please choose a person to relate this publication to

Jianbo Cai

Jianbo Jin

Jianbo Wu

Jianbo Na

Chen Chen

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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Learning to Explain: An Information-Theoretic Perspective on Model Interpretation