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 • 14 Jun 2013 • Sudipto Guha, Kamesh Munagala
We show that by restricting the state spaces of arms we can find single arm policies and that these single arm policies can be combined into global (near) index policies where the approximate version of the exchange property is true in expectation.
no code implementations • 4 Nov 2010 • Sudipto Guha, Kamesh Munagala, Martin Pal
We study this problem in the Bayesian setting.