The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection

9 November 2021

Papers citing "The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection"

8 / 8 papers shown

Title
DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation Chengkun Wei Weixian Li Chen Gong Wenzhi Chen 58 0 0 29 Mar 2025
Delving into Differentially Private Transformer Youlong Ding Xueyang Wu Yining Meng Yonggang Luo Hao Wang Weike Pan 33 5 0 28 May 2024
Private GANs, Revisited Alex Bie Gautam Kamath Guojun Zhang 14 14 0 06 Feb 2023
A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization Ashwinee Panda Xinyu Tang Saeed Mahloujifar Vikash Sehwag Prateek Mittal 43 11 0 08 Dec 2022
Revisiting Hyperparameter Tuning with Differential Privacy Youlong Ding Xueyang Wu 16 0 0 03 Nov 2022
DPVIm: Differentially Private Variational Inference Improved Joonas Jälkö Lukas Prediger Antti Honkela Samuel Kaski 28 3 0 28 Oct 2022
Self-Supervised Pretraining for Differentially Private Learning Arash Asadian Evan Weidner Lei Jiang PICV 27 3 0 14 Jun 2022
Hyperparameter Tuning with Renyi Differential Privacy Nicolas Papernot Thomas Steinke 132 119 0 07 Oct 2021