7 citations · 7 across the 1 of their papers we have counts for
2 papers
stat.ML2016★ 7 cited
Active Learning Algorithms for Graphical Model Selection
Gautam Dasarathy, Aarti Singh, Maria-Florina Balcan +1
The problem of learning the structure of a high dimensional graphical model from data has received considerable attention in recent years. In many applications such as sensor netwo…
cs.IT2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
Brian Eriksson, Gautam Dasarathy, Aarti Singh +1
Hierarchical clustering based on pairwise similarities is a common tool used in a broad range of scientific applications. However, in many problems it may be expensive to obtain or…