Publications/Manuscripts


Optimization for Machine Learning

Differential Privacy

  • Communication Efficient Differentially Private Mechanisms for Distributed Mean Estimation with Ananda Theertha Suresh and Felix Yu - In preparation

  • The Price of Differential Privacy For Online Learning with Karan Singh - International Conference on Machine Learning (ICML) 2017 - pdf(arxiv)

Stochastic Networks

Miscellaneous