Christoph D. Hofer

Deep Learning with Topological Signatures

Christoph D. Hofer, Roland Kwitt, Marc Niethammer et al. · arXiv (Cornell University) · 2017 · 102 citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Neural Network +14

Deep Learning with Topological Signatures

Christoph D. Hofer, Roland Kwitt, Marc Niethammer et al. · Neural Information Processing Systems · 2017 · 61 citations

Geometric Learning, Convolutional Neural Network, Graph Neural Network +14

Learning Representations of Persistence Barcodes

Christoph D. Hofer, Roland Kwitt, Marc Niethammer · Journal of Machine Learning Research · 2019 · 48 citations

Engineering, Machine Learning, Data Science +8

Connectivity-Optimized Representation Learning via Persistent Homology

Christoph D. Hofer, Roland Kwitt · arXiv (Cornell University) · 2019 · 31 citations · Full text

Engineering, Machine Learning, Autoencoders +18

Prediction of Cognitive Decline in Temporal Lobe Epilepsy and Mild Cognitive Impairment by EEG, MRI, and Neuropsychology

Yvonne Höller, Kevin Butz, Aljoscha Thomschewski et al. · Computational Intelligence and Neuroscience · 2020 · 21 citations · Full text