113 citations · 362 across the 18 of their papers we have counts for
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cs.LG2021
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning
Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz +1
There are numerous methods for detecting anomalies in time series, but that is only the first step to understanding them. We strive to exceed this by explaining those anomalies. Th…
cs.LG2019
Deep Learning on Small Datasets without Pre-Training using Cosine Loss
Björn Barz, Joachim Denzler
Two things seem to be indisputable in the contemporary deep learning discourse: 1. The categorical cross-entropy loss after softmax activation is the method of choice for classific…