1 code implementation • 4 Jul 2023 • Tal Wagner, Yonatan Naamad, Nina Mishra
We study efficient mechanisms for differentially private kernel density estimation (DP-KDE).
1 code implementation • 10 Jun 2023 • Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner
Machine learning models perform well on several healthcare tasks and can help reduce the burden on the healthcare system.
no code implementations • ICML 2018 • Tal Wagner, Sudipto Guha, Shiva Kasiviswanathan, Nina Mishra
We consider the problem of labeling points on a fast-moving data stream when only a small number of labeled examples are available.
4 code implementations • 19 Jun 2016 • Sudipto Guha, Nina Mishra, Gourav Roy, Okke Schrijvers
In this paper we focus on the anomaly detection problem for dynamic data streams through the lens of random cut forests.
no code implementations • NeurIPS 2009 • Umar Syed, Aleksandrs Slivkins, Nina Mishra
Search engines today present results that are often oblivious to recent shifts in intent.