4 citations · 6 across the 18 of their papers we have counts for
26 papers · 1 filter
Quickest Change Detection in Parametric Models With 1-Bit Measurements
Liyan Xie, Martina Cardone
We consider the quickest change detection from 1-bit quantized observations, where the post-change distribution is a parametric model with unknown parameters and the quantization t…
Two-Level Priority Coding for Resilience to Arbitrary Blockage Patterns
Mine Gokce Dogan, Abhiram Kadiyala, Jaimin Shah +2
Ultra-reliable low-latency communication is essential in mission-critical settings, including military applications, where persistent and asymmetric link blockages caused by mobili…
Lossy Source Coding with Focal Loss
Alex Dytso, Martina Cardone
Focal loss has recently gained significant popularity, particularly in tasks like object detection where it helps to address class imbalance by focusing more on hard-to-classify ex…
On the Secrecy Capacity of 1-2-1 Atomic Networks
Mohammad Milanian, Minoh Jeong, Martina Cardone
We consider the problem of secure communication over a noiseless 1-2-1 network, an abstract model introduced to capture the directivity characteristic of mmWave communications. We…
A Comprehensive Study on Ziv-Zakai Lower Bounds on the MMSE
Minoh Jeong, Alex Dytso, Martina Cardone
This paper explores Bayesian lower bounds on the minimum mean squared error (MMSE) that belong to the Ziv-Zakai (ZZ) family. The ZZ technique relies on connecting the bound to an M…
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…