113 citations · 146 across the 25 of their papers we have counts for
3 papers · 1 filter
FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning
Swanand Kadhe, Nived Rajaraman, O. Ozan Koyluoglu +1
Recent attacks on federated learning demonstrate that keeping the training data on clients' devices does not provide sufficient privacy, as the model parameters shared by clients c…
Toward the Fundamental Limits of Imitation Learning
Nived Rajaraman, Lin F. Yang, Jiantao Jiao +1
Imitation learning (IL) aims to mimic the behavior of an expert policy in a sequential decision-making problem given only demonstrations. In this paper, we focus on understanding t…
Convergence of Chao Unseen Species Estimator
Nived Rajaraman, Prafulla Chandra, Andrew Thangaraj +1
Support size estimation and the related problem of unseen species estimation have wide applications in ecology and database analysis. Perhaps the most used support size estimator i…