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03/07/2023
Exploiting Trust for Resilient Hypothesis Testing with Malicious Robots (evolved version)
We develop a resilient binary hypothesis testing framework for decision ...
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02/28/2023
Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy
This work considers the problem of Distributed Mean Estimation (DME) ove...
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12/05/2022
Resilient Distributed Optimization for Multi-Agent Cyberphysical Systems
Enhancing resilience in distributed networks in the face of malicious ag...
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09/25/2022
Exploiting Trust for Resilient Hypothesis Testing with Malicious Robots
We develop a resilient binary hypothesis testing framework for decision ...
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09/06/2022
Multi-Armed Bandits with Self-Information Rewards
This paper introduces the informational multi-armed bandit (IMAB) model ...
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05/23/2022
Semi-Decentralized Federated Learning with Collaborative Relaying
We present a semi-decentralized federated learning algorithm wherein cli...
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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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02/24/2022
Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying
Intermittent client connectivity is one of the major challenges in centr...
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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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10/03/2021
Cloud-Cluster Architecture for Detection in Intermittently Connected Sensor Networks
We consider a centralized detection problem where sensors experience noi...
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03/09/2021
Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems
This work considers the problem of resilient consensus where stochastic ...
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10/30/2020
Interference Reduction in Virtual Cell Optimization
Virtual cell optimization clusters cells into neighborhoods and performs...
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11/06/2019
Virtual Cell Clustering with Optimal Resource Allocation to Maximize Capacity
This work proposes a new resource allocation optimization and network ma...
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10/22/2019
Restless Hidden Markov Bandits with Linear Rewards
This paper presents an algorithm and regret analysis for the restless hi...
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05/06/2019
Virtual Cell Clustering with Optimal Resource Allocation to Maximize Cellular System Capacity
This work presents a new network optimization framework for cellular net...
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05/06/2019
Optimal Resource Allocation for Cellular Networks with Virtual Cell Joint Decoding
This work presents a new resource allocation optimization framework for ...
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01/20/2019