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math.OC2013
Controlled Sensing for Sequential Multihypothesis Testing with Controlled Markovian Observations and Non-Uniform Control Cost
Sirin Nitinawarat, Venupogal V. Veeravalli
A new model for controlled sensing for multihypothesis testing is proposed and studied in the sequential setting. This new model, termed {\em controlled Markovian observation} mode…
cs.IT2013
Universal Outlier Hypothesis Testing
Yun Li, Sirin Nitinawarat, Venugopal V. Veeravalli
Outlier hypothesis testing is studied in a universal setting. Multiple sequences of observations are collected, a small subset of which are outliers. A sequence is considered an ou…