Gautam Kamath

Employment

• University of Waterloo
  2019 - Present

Education

• Massachusetts Institute of Technology

Projects & Funding

Projects & funding information is unavailable.

Publications (109)

• A Bias-Accuracy-Privacy Trilemma for Statistical Estimation
  Journal of the American Statistical Association 2025 DOI: 10.1080/01621459.2024.2443275
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• The Broader Landscape of Robustness in Algorithmic Statistics
  IEEE BITS the Information Theory Magazine 2024 DOI: 10.1109/MBITS.2025.3606831
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• Differentially Private Fine-tuning of Language Models
  Journal of Privacy and Confidentiality 2024 DOI: 10.29012/jpc.880
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• Differentially Private Post-Processing for Fair Regression
  arXiv 2024 DOI: 10.48550/arXiv.2405.04034
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• Disguised Copyright Infringement of Latent Diffusion Models
  arXiv 2024 DOI: 10.48550/arXiv.2404.06737
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• Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors
  Proceedings - IEEE Conference on Safe and Trustworthy Machine Learning, SaTML 2024 2024 DOI: 10.1109/SaTML59370.2024.00023
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• Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors ∗
  arXiv 2024 DOI: 10.48550/arXiv.2402.12626
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• Not All Learnable Distribution Classes are Privately Learnable
  Proceedings of Machine Learning Research 2024
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• Not All Learnable Distribution Classes are Privately Learnable
  arXiv 2024 DOI: 10.48550/arXiv.2402.00267
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• A Bias-Variance-Privacy Trilemma for Statistical Estimation
  arXiv 2023 DOI: 10.48550/arXiv.2301.13334
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