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08/27/2023
Supporting Passive Users in mmWave Networks
The interference from active to passive users is a well-recognized chall...
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05/11/2023
A Diagonal Splitting Algorithm for Adaptive Group Testing
Group testing enables to identify infected individuals in a population u...
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05/10/2023
Common Information Dimension
The exact common information between a set of random variables X_1,...,X...
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11/17/2022
Proactive Resilient Transmission and Scheduling Mechanisms for mmWave Networks
This paper aims to develop resilient transmission mechanisms to suitably...
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11/08/2022
Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms
In this paper, we address the stochastic contextual linear bandit proble...
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07/07/2022
Differentially Private Stochastic Linear Bandits: (Almost) for Free
In this paper, we propose differentially private algorithms for the prob...
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06/08/2022
Learning in Distributed Contextual Linear Bandits Without Sharing the Context
Contextual linear bandits is a rich and theoretically important model th...
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01/28/2022
Improving Group Testing via Gradient Descent
We study the problem of group testing with non-identical, independent pr...
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11/11/2021
Solving Multi-Arm Bandit Using a Few Bits of Communication
The multi-armed bandit (MAB) problem is an active learning framework tha...
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08/01/2021
A Reinforcement Learning Approach for Scheduling in mmWave Networks
We consider a source that wishes to communicate with a destination at a ...
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06/20/2021
Dynamic group testing to control and monitor disease progression in a population
In the context of a pandemic like COVID-19, and until most people are va...
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02/01/2021
On optimal relay placement in directional networks
In this paper, we study the problem of optimal topology design in wirele...
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12/14/2020
Quantizing data for distributed learning
We consider machine learning applications that train a model by leveragi...
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12/04/2020
Group testing for overlapping communities
In this paper, we propose algorithms that leverage a known community str...
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07/16/2020
Community aware group testing
Group testing pools together diagnostic samples to reduce the number of ...
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06/25/2020
Distortion based Light-weight Security for Cyber-Physical Systems
In Cyber-Physical Systems (CPS), inference based on communicated data is...
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05/29/2020
Algorithms for reconstruction over single and multiple deletion channels
Recent advances in DNA sequencing technology and DNA storage systems hav...
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05/24/2020
Successive Refinement of Privacy
This work examines a novel question: how much randomness is needed to ac...
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05/14/2020
Federated Recommendation System via Differential Privacy
In this paper, we are interested in what we term the federated private b...
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05/13/2020
Gaussian 1-2-1 Networks with Imperfect Beamforming
In this work, we study bounds on the capacity of full-duplex Gaussian 1-...
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11/01/2019
On Distributed Quantization for Classification
We consider the problem of distributed feature quantization, where the g...
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01/10/2019
On Secure Capacity of Multiple Unicast Traffic over Two-Layer Networks
This paper studies the problem of secure communication over two-layer ne...
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01/09/2019
Polynomial-time Capacity Calculation and Scheduling for Half-Duplex 1-2-1 Networks
This paper studies the 1-2-1 half-duplex network model, where two half-d...
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01/09/2019
On Secure Network Coding for Multiple Unicast Traffic
This paper investigates the problem of secure communication in a wirelin...
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10/15/2018
Regret vs. Bandwidth Trade-off for Recommendation Systems
We consider recommendation systems that need to operate under wireless b...
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09/21/2018
Privacy in Index Coding: k-Limited-Access Schemes
In the traditional index coding problem, a server employs coding to send...
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09/12/2018
Distorting an Adversary's View in Cyber-Physical Systems
In Cyber-Physical Systems (CPSs), inference based on communicated data i...
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03/22/2018
Leveraging mm-Wave Communication for Security
The fact that Millimeter Wave (mmWave) communication needs to be directi...
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03/22/2018
Leveraging Millimeter Waves for Security
The fact that Millimeter Wave (mmWave) communication needs to be directi...
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01/11/2018
Privacy in Index Coding: Improved Bounds and Coding Schemes
It was recently observed in [1], that in index coding, learning the codi...
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01/09/2018
Secure Communication over 1-2-1 Networks
In a companion paper available in [1], the authors examined the capacity...
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01/08/2018