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Differentially Private Matrix Completion, Revisited., , and . CoRR, (2017)Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry., , and . CoRR, (2014)Private Convex Optimization for Empirical Risk Minimization with Applications to High-dimensional Regression., , and . COLT, volume 23 of JMLR Proceedings, page 25.1-25.40. JMLR.org, (2012)Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation., , , , , and . CoRR, (2024)Faster Differentially Private Convex Optimization via Second-Order Methods., , , and . CoRR, (2023)Toward Training at ImageNet Scale with Differential Privacy., , , , , and . CoRR, (2022)Differentially Private Stream Processing at Scale., , , , , , , and . CoRR, (2023)Differentially Private Image Classification from Features., , , , and . CoRR, (2022)Practical and Private (Deep) Learning Without Sampling or Shuffling., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 5213-5225. PMLR, (2021)(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping., , and . COLT, volume 178 of Proceedings of Machine Learning Research, page 1126-1166. PMLR, (2022)