Our paper “Single-Model Attribution of Generative Models Through Final-Layer Inversion” has now been accepted at ICML. Well done, Mike and Jonas, and thanks for the great collaboration, Asja! 🍻
German Podcast
In unserem neuen Podcast “Data Science Talks” erklären wir aktuelle Entwicklungen in Data Science und künstlicher Intelligenz. Beispielsweise zeigen wir mit Gregor Kasieczka die Bedeutung von Data Science in der Teilchenphysik auf, diskutieren mit Judith Möller die Auswirkungen von KI in den sozialen Medien, und beleuchten mit Eva Bittner die Zusammenarbeit zwischen Mensch und Maschine.
Die ersten Folgen werden in Kürze online sein. Aus aktuellem Anlass gibt es schon diese Woche einen kurzen Teaser zum Nobelpreisträger Peter Higgs.
Fairness in deep generative models II
Our paper “Benchmarking the fairness of image upsampling methods” is now accepted at ACM FAccT 2024. Congratulations everyone! 🇩🇪🇨🇭🏴☠️
Brief Interview
You can find a brief interview (in German) with Johannes about his research here.
Fairness in deep generative models
Our new paper “Benchmarking the fairness of image upsampling methods” is now on arXiv. Awesome job, Mike—and thanks Imant, Julia, and Asja for the great collaboration! 🇩🇪🇨🇭🏴☠️
Change points in time series
Our discussion paper in JRSSB about “Probabilistic and Statistical Aspects of Machine Learning” is available online. Congratulations, Ayla! 🇬🇧
Affine Invariance in Neural Networks
Our new paper “Affine invariance in continuous-domain convolutional neural networks” is now on arXiv. Well done, Ali! 🖥
New PhD Student on Board
Benedikt Lüdtke Schwienhorst joins us as a PhD student here in Hamburg. He is co-advised by Nadja Klein (TU Dortmund). Welcome, Benedikt! 🚁
Teaching
This semester, we are offering a course on high-dimensional statistics and a seminar on statistical learning. The course might be of interest to students in mathematics and well beyond (CS, physics, biology …)—feel free to check out the details on STiNE.
University of Hamburg
Our team has moved to University of Hamburg. Thank you for the warm welcome here in Hamburg. We are excited to start contributing to the UHH community! 🚢 🌊 🎇