Publications

Our Paper Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection has been accepted at the ICJAI 2021 Workshop for Artificial Intelligence for Anomalies and Novelties. In summary, we investigated the following phenomenon: when you train neural networks several times, and then measure their performance on some task, there is a certain variance in the performance measurements, since the results of experiments may vary based on several factors (that are effectively …

Inspired by David Kriesel’s talk “Spiegel-Mining”, a friend of mine and a professor from the Hochschule Magdeburg scraped a German website that regularly publishes reviews of social work literature and mined the resulting 18.000 articles, hoping for interesting insights. In an attempt to visualize the discourse, we created several topic maps, like the one below, which you can find on the accompanying (German) website. The colors represent the gender of the authors of the …