181 citations · 557 across the 16 of their papers we have counts for
16 papers
Partial Wasserstein and Maximum Mean Discrepancy distances for bridging the gap between outlier detection and drift detection
Thomas Viehmann
With the rise of machine learning and deep learning based applications in practice, monitoring, i.e. verifying that these operate within specification, has become an important prac…
Numerically more stable computation of the p-values for the two-sample Kolmogorov-Smirnov test
Thomas Viehmann
The two-sample Kolmogorov-Smirnov test is a widely used statistical test for detecting whether two samples are likely to come from the same distribution. Implementations typically…
Implementation of batched Sinkhorn iterations for entropy-regularized Wasserstein loss
Thomas Viehmann
In this report, we review the calculation of entropy-regularised Wasserstein loss introduced by Cuturi and document a practical implementation in PyTorch. Code is available at http…
Variants of the Smith-Wilson method with a view towards applications
Thomas Viehmann
We propose two variants of the Smith-Wilson method for practical application in the insurance industry. Our first variant relaxes the Smith-Wilson energy and can be used to incorpo…
Compact mid-IR sources east of galactic center source IRS5
M. Perger, J. Moultaka, A. Eckart +3
There are four less prominent compact sources east of IRS5, the natures of which were unclear until now. We present near-infrared K-band long slit spectroscopy of the four sources…
The enigma of GCIRS 3 - Constraining the properties of the mid-infrared reference star of the central parsec of the Milky Way with optical long baseline interferometry
J. -U. Pott, A. Eckart, A. Glindemann +3
GCIRS3 is the most prominent MIR source in the central pc of the Galaxy. NIR spectroscopy failed to solve the enigma of its nature. The properties of extreme individual objects of…