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02/28/2022
Restless Multi-Armed Bandits under Exogenous Global Markov Process
We consider an extension to the restless multi-armed bandit (RMAB) probl...
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02/21/2022
Composite Anomaly Detection via Hierarchical Dynamic Search
Anomaly detection among a large number of processes arises in many appli...
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12/17/2021
Learning in Restless Bandits under Exogenous Global Markov Process
We consider an extension to the restless multi-armed bandit (RMAB) probl...
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03/31/2021
Federated Learning: A Signal Processing Perspective
The dramatic success of deep learning is largely due to the availability...
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11/13/2019
Searching for Anomalies over Composite Hypotheses
The problem of detecting anomalies in multiple processes is considered. ...
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06/19/2019