Benny Pinkas

Make Some ROOM for the Zeros: Data Sparsity in Secure Distributed Machine Learning.

2019 · IACR Cryptology ePrint Archive

Exploiting data sparsity is crucial for the scalability of many data analysis tasks. However, while there is an increasing interest in efficient secure computation protocols for distributed machine learning, data sparsity has so far not …