514 citations · 552 across the 12 of their papers we have counts for
4 papers · 1 filter
CFARnet: deep learning for target detection with constant false alarm rate
Tzvi Diskin, Yiftach Beer, Uri Okun +1
We consider the problem of target detection with a constant false alarm rate (CFAR). This constraint is crucial in many practical applications and is a standard requirement in clas…
Learning to Detect with Constant False Alarm Rate
Tzvi Diskin, Uri Okun, Ami Wiesel
We consider the use of machine learning for hypothesis testing with an emphasis on target detection. Classical model-based solutions rely on comparing likelihoods. These are sensit…
Learning to Estimate Without Bias
Tzvi Diskin, Yonina C. Eldar, Ami Wiesel
The Gauss Markov theorem states that the weighted least squares estimator is a linear minimum variance unbiased estimation (MVUE) in linear models. In this paper, we take a first s…
Conditional Frechet Inception Distance
Michael Soloveitchik, Tzvi Diskin, Efrat Morin +1
We consider distance functions between conditional distributions. We focus on the Wasserstein metric and its Gaussian case known as the Frechet Inception Distance (FID). We develop…