7 papers
Sparsity-Constrained Community-Based Group Testing
Sarthak Jain, Martina Cardone, Soheil Mohajer
In this work, we consider the sparsity-constrained community-based group testing problem, where the population follows a community structure. In particular, the community consists…
Achieving Low Latency at Low Outage: Multilevel Coding for mmWave Channels
Mine Gokce Dogan, Jaimin Shah, Martina Cardone +4
Millimeter-wave (mmWave) spectrum is expected to support data-intensive applications that require ultra-reliable low-latency communications (URLLC). However, mmWave links are highl…
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels
Minoh Jeong, Martina Cardone, Alex Dytso
Classification is a fundamental task in many applications on which data-driven methods have shown outstanding performances. However, it is challenging to determine whether such met…
Uniform Distribution on -Sphere: Rate-Distortion under Squared Error Distortion
Alex Dytso, Martina Cardone
This paper investigates the rate-distortion function, under a squared error distortion , for an -dimensional random vector uniformly distributed on an -sphere of radiu…
Supporting Passive Users in mmWave Networks
Mine Gokce Dogan, Martina Cardone, Christina Fragouli
The interference from active to passive users is a well-recognized challenge in millimeter-wave (mmWave) communications. We propose a method that enables to limit the interference…
Probabilistic Group Testing in Distributed Computing with Attacked Workers
Sarthak Jain, Martina Cardone, Soheil Mohajer
The problem of distributed matrix-vector product is considered, where the server distributes the task of the computation among worker nodes, out of which are compromised (b…