2 papers
cs.LG2024
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…
cs.IT2023
Functional Properties of the Ziv-Zakai bound with Arbitrary Inputs
Minoh Jeong, Alex Dytso, Martina Cardone
This paper explores the Ziv-Zakai bound (ZZB), which is a well-known Bayesian lower bound on the Minimum Mean Squared Error (MMSE). First, it is shown that the ZZB holds without an…