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Privacy Amplification via Random Check-Ins.

B. Balle, P. Kairouz, B. McMahan, O. Thakkar, and A. Thakurta. NeurIPS, (2020)

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Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry.K. Talwar, A. Thakurta, and L. Zhang. CoRR, (2014)Private Convex Optimization for Empirical Risk Minimization with Applications to High-dimensional Regression.D. Kifer, A. Smith, and A. Thakurta. COLT, volume 23 of JMLR Proceedings, page 25.1-25.40. JMLR.org, (2012)Differentially Private Matrix Completion, Revisited.P. Jain, O. Thakkar, and A. Thakurta. CoRR, (2017)Faster Differentially Private Convex Optimization via Second-Order Methods.A. Ganesh, M. Haghifam, T. Steinke, and A. Thakurta. CoRR, (2023)Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation.G. Brown, K. Dvijotham, G. Evans, D. Liu, A. Smith, and A. Thakurta. CoRR, (2024)Differentially Private Image Classification from Features.H. Mehta, W. Krichene, A. Thakurta, A. Kurakin, and A. Cutkosky. CoRR, (2022)Toward Training at ImageNet Scale with Differential Privacy.A. Kurakin, S. Chien, S. Song, R. Geambasu, A. Terzis, and A. Thakurta. CoRR, (2022)Differentially Private Stream Processing at Scale.B. Zhang, V. Doroshenko, P. Kairouz, T. Steinke, A. Thakurta, Z. Ma, H. Apte, and J. Spacek. CoRR, (2023)(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping.P. Varshney, A. Thakurta, and P. Jain. COLT, volume 178 of Proceedings of Machine Learning Research, page 1126-1166. PMLR, (2022)Privacy Amplification via Random Check-Ins.B. Balle, P. Kairouz, B. McMahan, O. Thakkar, and A. Thakurta. NeurIPS, (2020)

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Disambiguation of "Thakurta, Abhradeep"

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Privacy Amplification via Random Check-Ins.

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Disambiguation of "Thakurta, Abhradeep"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Privacy Amplification via Random Check-Ins.

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Privacy Amplification via Random Check-Ins.