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Sahib Singh

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 Niloofar Mireshghallah

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Publications

2021
[i8]
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  dblp key:
  - journals/corr/abs-2106-12576
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  - https://dblp.org/rec/journals/corr/abs-2106-12576
Archit Uniyal, Rakshit Naidu, Sasikanth Kotti, Sahib Singh, Patrik Joslin Kenfack, Fatemehsadat Mireshghallah, Andrew Trask:
DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? CoRR abs/2106.12576 (2021)
[i7]
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  dblp key:
  - journals/corr/abs-2106-13973
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Priyam Basu, Tiasa Singha Roy, Rakshit Naidu, Zümrüt Müftüoglu, Sahib Singh, Fatemehsadat Mireshghallah:
Benchmarking Differential Privacy and Federated Learning for BERT Models. CoRR abs/2106.13973 (2021)
2020
[c1]
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  dblp key:
  - conf/ccs/FarrandMST20
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  - https://dblp.org/rec/conf/ccs/FarrandMST20
Tom Farrand, Fatemehsadat Mireshghallah, Sahib Singh, Andrew Trask:
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. PPMLP@CCS 2020: 15-19
[i2]
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  dblp key:
  - journals/corr/abs-2009-06389
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  - https://dblp.org/rec/journals/corr/abs-2009-06389
Tom Farrand, Fatemehsadat Mireshghallah, Sahib Singh, Andrew Trask:
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. CoRR abs/2009.06389 (2020)

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