Hofer, Christoph

6 publications

ICML 2021 Dissecting Supervised Contrastive Learning Florian Graf, Christoph Hofer, Marc Niethammer, Roland Kwitt

NeurIPS 2021 Topological Attention for Time Series Forecasting Sebastian Zeng, Florian Graf, Christoph Hofer, Roland Kwitt

ICML 2020 Graph Filtration Learning Christoph Hofer, Florian Graf, Bastian Rieck, Marc Niethammer, Roland Kwitt

ICML 2020 Topologically Densified Distributions Christoph Hofer, Florian Graf, Marc Niethammer, Roland Kwitt

ICML 2019 Connectivity-Optimized Representation Learning via Persistent Homology Christoph Hofer, Roland Kwitt, Marc Niethammer, Mandar Dixit

NeurIPS 2017 Deep Learning with Topological Signatures Christoph Hofer, Roland Kwitt, Marc Niethammer, Andreas Uhl