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Srikumar Ramalingam

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Thiago Serra

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Publications

2022
[c62]
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  dblp key:
  - conf/icml/0003SRZ22
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  - https://dblp.org/rec/conf/icml/0003SRZ22
Xin Yu, Thiago Serra, Srikumar Ramalingam, Shandian Zhe:
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks. ICML 2022: 25668-25683
[i30]
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  - journals/corr/abs-2203-04466
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  - https://dblp.org/rec/journals/corr/abs-2203-04466
Xin Yu, Thiago Serra, Srikumar Ramalingam, Shandian Zhe:
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks. CoRR abs/2203.04466 (2022)
2021
[c60]
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  - conf/nips/SerraYKR21
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Thiago Serra, Xin Yu, Abhinav Kumar, Srikumar Ramalingam:
Scaling Up Exact Neural Network Compression by ReLU Stability. NeurIPS 2021: 27081-27093
[i28]
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  - journals/corr/abs-2102-07804
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Thiago Serra, Xin Yu, Abhinav Kumar, Srikumar Ramalingam:
Scaling Up Exact Neural Network Compression by ReLU Stability. CoRR abs/2102.07804 (2021)
2020
[c59]
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  - conf/aaai/SerraR20
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Thiago Serra, Srikumar Ramalingam:
Empirical Bounds on Linear Regions of Deep Rectifier Networks. AAAI 2020: 5628-5635
[c57]
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  - conf/cpaior/SerraKR20
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Thiago Serra, Abhinav Kumar, Srikumar Ramalingam:
Lossless Compression of Deep Neural Networks. CPAIOR 2020: 417-430
[c54]
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  - conf/isaim/SerraR20
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Thiago Serra, Srikumar Ramalingam:
Empirical Bounds on Linear Regions of Deep Rectifier Networks. ISAIM 2020
[i23]
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  - journals/corr/abs-2001-00218
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Thiago Serra, Abhinav Kumar, Srikumar Ramalingam:
Lossless Compression of Deep Neural Networks. CoRR abs/2001.00218 (2020)
2019
[i18]
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  - journals/corr/abs-1905-11428
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Abhinav Kumar, Thiago Serra, Srikumar Ramalingam:
Equivalent and Approximate Transformations of Deep Neural Networks. CoRR abs/1905.11428 (2019)
2018
[c46]
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  - conf/icml/SerraTR18
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Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam:
Bounding and Counting Linear Regions of Deep Neural Networks. ICML 2018: 4565-4573
[i12]
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  - journals/corr/abs-1806-06365
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Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam:
How Could Polyhedral Theory Harness Deep Learning? CoRR abs/1806.06365 (2018)
[i8]
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  - journals/corr/abs-1810-03370
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Thiago Serra, Srikumar Ramalingam:
Empirical Bounds on Linear Regions of Deep Rectifier Networks. CoRR abs/1810.03370 (2018)
2017
[i4]
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  - journals/corr/abs-1711-02114
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Thiago Serra, Christian Tjandraatmadja, Srikumar Ramalingam:
Bounding and Counting Linear Regions of Deep Neural Networks. CoRR abs/1711.02114 (2017)

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