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Causally motivated shortcut removal using auxiliary labels.

M. Makar, B. Packer, D. Moldovan, D. Blalock, Y. Halpern, and A. D'Amour. AISTATS, volume 151 of Proceedings of Machine Learning Research, page 739-766. PMLR, (2022)

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August Packer

Ben Tissenbaum

Ben Koch

Ben Schöttker

Ben Schmehe

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Causally-motivated Shortcut Removal Using Auxiliary Labels.M. Makar, B. Packer, D. Moldovan, D. Blalock, Y. Halpern, and A. D'Amour. CoRR, (2021)Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification.J. Atwood, T. Tian, B. Packer, M. Deodhar, J. Chen, A. Beutel, F. Prost, and A. Beirami. CoRR, (2023)Can We Improve Model Robustness through Secondary Attribute Counterfactuals?A. Balashankar, X. Wang, B. Packer, N. Thain, E. Chi, and A. Beutel. EMNLP (1), page 4701-4712. Association for Computational Linguistics, (2021)CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation.T. Wang, X. Wang, Y. Qin, B. Packer, K. Li, J. Chen, A. Beutel, and E. Chi. EMNLP (1), page 5141-5146. Association for Computational Linguistics, (2020)Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals.A. Balashankar, X. Wang, Y. Qin, B. Packer, N. Thain, J. Chen, E. Chi, and A. Beutel. CoRR, (2023)Striving for data-model efficiency: Identifying data externalities on group performance.E. Rolf, B. Packer, A. Beutel, and F. Diaz. CoRR, (2022)Flexible text generation for counterfactual fairness probing.Z. Fryer, V. Axelrod, B. Packer, A. Beutel, J. Chen, and K. Webster. CoRR, (2022)Causally motivated shortcut removal using auxiliary labels.M. Makar, B. Packer, D. Moldovan, D. Blalock, Y. Halpern, and A. D'Amour. AISTATS, volume 151 of Proceedings of Machine Learning Research, page 739-766. PMLR, (2022)Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation.A. Balashankar, X. Wang, Y. Qin, B. Packer, N. Thain, E. Chi, J. Chen, and A. Beutel. EMNLP (Findings), page 127-139. Association for Computational Linguistics, (2023)Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting.P. Lahoti, N. Blumm, X. Ma, R. Kotikalapudi, S. Potluri, Q. Tan, H. Srinivasan, B. Packer, A. Beirami, A. Beutel and 1 other author(s). EMNLP, page 10383-10405. Association for Computational Linguistics, (2023)

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Disambiguation of "Packer, Ben"

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Causally motivated shortcut removal using auxiliary labels.

Please choose a person to relate this publication to

August Packer

Ben Tissenbaum

Ben Koch

Ben Schöttker

Ben Schmehe

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Packer, Ben"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Causally motivated shortcut removal using auxiliary labels.

Please choose a person to relate this publication to

August Packer

Ben Tissenbaum

Ben Koch

Ben Schöttker

Ben Schmehe

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
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Causally motivated shortcut removal using auxiliary labels.