95 citations · 291 across the 29 of their papers we have counts for
Showing 2016 · stat.MLShow all
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stat.ML2016
Multi-fidelity Gaussian Process Bandit Optimisation
Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva +2
In many scientific and engineering applications, we are tasked with the maximisation of an expensive to evaluate black box function . Traditional settings for this problem assum…
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…