Hyperparameter Tuning

Revisiting Hyperparameter Tuning with Differential Privacy

Authors: Youlong Ding, Xueyang Wu | Published: 2022-11-03 | Updated: 2023-01-31
Hyperparameter Tuning
Privacy Protection Method
Optimization Methods
2022.11.03 2025.05.28
Literature Database

HyperImpute: Generalized Iterative Imputation with Automatic Model Selection

Authors: Daniel Jarrett, Bogdan Cebere, Tennison Liu, Alicia Curth, Mihaela van der Schaar | Published: 2022-06-15
Algorithm
Hyperparameter Tuning
Performance Evaluation Metrics
2022.06.15 2025.05.28
Literature Database

Reconstructing Training Data from Trained Neural Networks

Authors: Niv Haim, Gal Vardi, Gilad Yehudai, Ohad Shamir, Michal Irani | Published: 2022-06-15 | Updated: 2022-12-05
Hyperparameter Tuning
Performance Evaluation Metrics
Adversarial Learning
2022.06.15 2025.05.28
Literature Database

Differentially Private Simple Linear Regression

Authors: Daniel Alabi, Audra McMillan, Jayshree Sarathy, Adam Smith, Salil Vadhan | Published: 2020-07-10
Hyperparameter Tuning
Privacy Assessment
Computational Efficiency
2020.07.10 2025.05.28
Literature Database

Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures

Authors: Mengjia Yan, Christopher Fletcher, Josep Torrellas | Published: 2018-08-14
Hyperparameter Tuning
Model Extraction Attack
Detection of Model Extraction Attacks
2018.08.14 2025.05.28
Literature Database