Leveraging Sparse Linear Layers for Debuggable Deep Networks

Bibliographic Details
Main Authors: Wong, Eric, Santurkar, Shibani, Madry, Aleksander
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: 2022
Online Access:https://hdl.handle.net/1721.1/143779
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author Wong, Eric
Santurkar, Shibani
Madry, Aleksander
author2 Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
author_facet Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Wong, Eric
Santurkar, Shibani
Madry, Aleksander
author_sort Wong, Eric
collection MIT
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institution Massachusetts Institute of Technology
language English
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spelling mit-1721.1/1437792023-02-01T21:25:09Z Leveraging Sparse Linear Layers for Debuggable Deep Networks Wong, Eric Santurkar, Shibani Madry, Aleksander Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory 2022-07-15T18:07:27Z 2022-07-15T18:07:27Z 2021 2022-07-15T17:56:28Z Article http://purl.org/eprint/type/ConferencePaper https://hdl.handle.net/1721.1/143779 Wong, Eric, Santurkar, Shibani and Madry, Aleksander. 2021. "Leveraging Sparse Linear Layers for Debuggable Deep Networks." INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 139. en https://proceedings.mlr.press/v139/wong21b.html INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139 Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf Proceedings of Machine Learning Research
spellingShingle Wong, Eric
Santurkar, Shibani
Madry, Aleksander
Leveraging Sparse Linear Layers for Debuggable Deep Networks
title Leveraging Sparse Linear Layers for Debuggable Deep Networks
title_full Leveraging Sparse Linear Layers for Debuggable Deep Networks
title_fullStr Leveraging Sparse Linear Layers for Debuggable Deep Networks
title_full_unstemmed Leveraging Sparse Linear Layers for Debuggable Deep Networks
title_short Leveraging Sparse Linear Layers for Debuggable Deep Networks
title_sort leveraging sparse linear layers for debuggable deep networks
url https://hdl.handle.net/1721.1/143779
work_keys_str_mv AT wongeric leveragingsparselinearlayersfordebuggabledeepnetworks
AT santurkarshibani leveragingsparselinearlayersfordebuggabledeepnetworks
AT madryaleksander leveragingsparselinearlayersfordebuggabledeepnetworks