Search Results for author: Sajin Sasy

Found 2 papers, 0 papers with code

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

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

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