Search Results for author: Sajin Sasy

Found 2 papers, 0 papers with code

Oblivious Sampling Algorithms for Private Data Analysis

no code implementations NeurIPS 2019 Sajin Sasy, Olga Ohrimenko

We study secure and privacy-preserving data analysis based on queries executed on samples from a dataset.

Privacy Preserving

The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection

no code implementations NeurIPS 2021 Shubhankar Mohapatra, Sajin Sasy, Xi He, Gautam Kamath, Om Thakkar

Hyperparameter optimization is a ubiquitous challenge in machine learning, and the performance of a trained model depends crucially upon their effective selection.

BIG-bench Machine Learning Hyperparameter Optimization

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