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@inproceedings{DBLP:conf/icassp/DangTRMCB22,
  author       = {Trung Dang and
                  Om Thakkar and
                  Swaroop Ramaswamy and
                  Rajiv Mathews and
                  Peter Chin and
                  Fran{\c{c}}oise Beaufays},
  title        = {A Method to Reveal Speaker Identity in Distributed {ASR} Training,
                  and How to Counter {IT}},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
  pages        = {4338--4342},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICASSP43922.2022.9746443},
  doi          = {10.1109/ICASSP43922.2022.9746443},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/DangTRMCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/AmidGMR00S0T22,
  author       = {Ehsan Amid and
                  Arun Ganesh and
                  Rajiv Mathews and
                  Swaroop Ramaswamy and
                  Shuang Song and
                  Thomas Steinke and
                  Vinith M. Suriyakumar and
                  Om Thakkar and
                  Abhradeep Thakurta},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Public Data-Assisted Mirror Descent for Private Model Training},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {517--535},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/amid22a.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AmidGMR00S0T22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/interspeech/BreinerRVGMSGCM22,
  author       = {Theresa Breiner and
                  Swaroop Ramaswamy and
                  Ehsan Variani and
                  Shefali Garg and
                  Rajiv Mathews and
                  Khe Chai Sim and
                  Kilol Gupta and
                  Mingqing Chen and
                  Lara McConnaughey},
  editor       = {Hanseok Ko and
                  John H. L. Hansen},
  title        = {UserLibri: {A} Dataset for {ASR} Personalization Using Only Text},
  booktitle    = {23rd Annual Conference of the International Speech Communication Association,
                  Interspeech 2022, Incheon, Korea, September 18-22, 2022},
  pages        = {694--698},
  publisher    = {{ISCA}},
  year         = {2022},
  url          = {https://doi.org/10.21437/Interspeech.2022-10915},
  doi          = {10.21437/INTERSPEECH.2022-10915},
  timestamp    = {Tue, 11 Jun 2024 16:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/interspeech/BreinerRVGMSGCM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2207-00706,
  author       = {Theresa Breiner and
                  Swaroop Ramaswamy and
                  Ehsan Variani and
                  Shefali Garg and
                  Rajiv Mathews and
                  Khe Chai Sim and
                  Kilol Gupta and
                  Mingqing Chen and
                  Lara McConnaughey},
  title        = {UserLibri: {A} Dataset for {ASR} Personalization Using Only Text},
  journal      = {CoRR},
  volume       = {abs/2207.00706},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.00706},
  doi          = {10.48550/ARXIV.2207.00706},
  eprinttype    = {arXiv},
  eprint       = {2207.00706},
  timestamp    = {Wed, 06 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-00706.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/AndrewTMR21,
  author       = {Galen Andrew and
                  Om Thakkar and
                  Brendan McMahan and
                  Swaroop Ramaswamy},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Differentially Private Learning with Adaptive Clipping},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {17455--17466},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/91cff01af640a24e7f9f7a5ab407889f-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/AndrewTMR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/DangTRMCB21,
  author       = {Trung Dang and
                  Om Thakkar and
                  Swaroop Ramaswamy and
                  Rajiv Mathews and
                  Peter Chin and
                  Fran{\c{c}}oise Beaufays},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Revealing and Protecting Labels in Distributed Training},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {1727--1738},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/0d924f0e6b3fd0d91074c22727a53966-Abstract.html},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DangTRMCB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2104-07815,
  author       = {Trung Dang and
                  Om Thakkar and
                  Swaroop Ramaswamy and
                  Rajiv Mathews and
                  Peter Chin and
                  Fran{\c{c}}oise Beaufays},
  title        = {A Method to Reveal Speaker Identity in Distributed {ASR} Training,
                  and How to Counter It},
  journal      = {CoRR},
  volume       = {abs/2104.07815},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.07815},
  eprinttype    = {arXiv},
  eprint       = {2104.07815},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-07815.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2111-00556,
  author       = {Trung Dang and
                  Om Thakkar and
                  Swaroop Ramaswamy and
                  Rajiv Mathews and
                  Peter Chin and
                  Fran{\c{c}}oise Beaufays},
  title        = {Revealing and Protecting Labels in Distributed Training},
  journal      = {CoRR},
  volume       = {abs/2111.00556},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.00556},
  eprinttype    = {arXiv},
  eprint       = {2111.00556},
  timestamp    = {Thu, 06 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-00556.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-00193,
  author       = {Ehsan Amid and
                  Arun Ganesh and
                  Rajiv Mathews and
                  Swaroop Ramaswamy and
                  Shuang Song and
                  Thomas Steinke and
                  Vinith M. Suriyakumar and
                  Om Thakkar and
                  Abhradeep Thakurta},
  title        = {Public Data-Assisted Mirror Descent for Private Model Training},
  journal      = {CoRR},
  volume       = {abs/2112.00193},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.00193},
  eprinttype    = {arXiv},
  eprint       = {2112.00193},
  timestamp    = {Tue, 07 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-00193.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iciis/ShivhareYPVK20,
  author       = {Maneesh Kumar Shivhare and
                  Apurv Yadav and
                  Swaroop Ramaswamy Pillai and
                  Vineet Kumar Vashishtha and
                  Manish Kumar},
  title        = {Prediction of Anti-reflection Coating Thickness of a Solar Cell using
                  Artificial Neural Network},
  booktitle    = {15th {IEEE} International Conference on Industrial and Information
                  Systems, {ICIIS} 2020, Rupnagar, India, November 26-28, 2020},
  pages        = {28--33},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICIIS51140.2020.9342669},
  doi          = {10.1109/ICIIS51140.2020.9342669},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iciis/ShivhareYPVK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AugensteinMRRKC20,
  author       = {Sean Augenstein and
                  H. Brendan McMahan and
                  Daniel Ramage and
                  Swaroop Ramaswamy and
                  Peter Kairouz and
                  Mingqing Chen and
                  Rajiv Mathews and
                  Blaise Ag{\"{u}}era y Arcas},
  title        = {Generative Models for Effective {ML} on Private, Decentralized Datasets},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=SJgaRA4FPH},
  timestamp    = {Thu, 07 May 2020 17:11:47 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/AugensteinMRRKC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2006-07490,
  author       = {Om Thakkar and
                  Swaroop Ramaswamy and
                  Rajiv Mathews and
                  Fran{\c{c}}oise Beaufays},
  title        = {Understanding Unintended Memorization in Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2006.07490},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.07490},
  eprinttype    = {arXiv},
  eprint       = {2006.07490},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07490.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2009-10031,
  author       = {Swaroop Ramaswamy and
                  Om Thakkar and
                  Rajiv Mathews and
                  Galen Andrew and
                  H. Brendan McMahan and
                  Fran{\c{c}}oise Beaufays},
  title        = {Training Production Language Models without Memorizing User Data},
  journal      = {CoRR},
  volume       = {abs/2009.10031},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.10031},
  eprinttype    = {arXiv},
  eprint       = {2009.10031},
  timestamp    = {Wed, 23 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-10031.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-04329,
  author       = {Swaroop Ramaswamy and
                  Rajiv Mathews and
                  Kanishka Rao and
                  Fran{\c{c}}oise Beaufays},
  title        = {Federated Learning for Emoji Prediction in a Mobile Keyboard},
  journal      = {CoRR},
  volume       = {abs/1906.04329},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.04329},
  eprinttype    = {arXiv},
  eprint       = {1906.04329},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-04329.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1911-06679,
  author       = {Sean Augenstein and
                  H. Brendan McMahan and
                  Daniel Ramage and
                  Swaroop Ramaswamy and
                  Peter Kairouz and
                  Mingqing Chen and
                  Rajiv Mathews and
                  Blaise Ag{\"{u}}era y Arcas},
  title        = {Generative Models for Effective {ML} on Private, Decentralized Datasets},
  journal      = {CoRR},
  volume       = {abs/1911.06679},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.06679},
  eprinttype    = {arXiv},
  eprint       = {1911.06679},
  timestamp    = {Mon, 02 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-06679.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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