Volker Roth
Universität Basel
H-index: 38
Europe-Switzerland
Top articles of Volker Roth
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Altered Perception of Environmental Volatility During Social Learning in Emerging Psychosis | Computational Psychiatry | Daniel J Hauke Michelle Wobmann Christina Andreou Amatya J Mackintosh Renate de Bock | 2024/2/7 |
Conditional Matrix Flows for Gaussian Graphical Models | Advances in Neural Information Processing Systems | Marcello Massimo Negri Fabricio Arend Torres Volker Roth | 2024/2/13 |
Lagrangian Flow Networks for Conservation Laws | arXiv preprint arXiv:2305.16846 | F Arend Torres Marcello Massimo Negri Marco Inversi Jonathan Aellen Volker Roth | 2023/5/26 |
Aberrant hierarchical prediction errors are associated with transition to psychosis: A computational single-trial analysis of the mismatch negativity | Biological Psychiatry: Cognitive Neuroscience and Neuroimaging | Daniel J Hauke Colleen E Charlton André Schmidt John D Griffiths Scott W Woods | 2023/12/1 |
Prediction of cognitive decline in Parkinson’s disease (PD) patients with electroencephalography (EEG) connectivity characterized by time-between-phase-crossing (TBPC) | Scientific Reports | Ute Gschwandtner Guy Bogaarts Volker Roth Peter Fuhr | 2023/3/29 |
Machine Learning Facial Emotion Classifiers in Psychotherapy Research: A Proof-of-Concept Study. | Psychopathology | Martin Steppan Ronan Zimmermann Lukas Fürer Matthew Southward Julian Koenig | 2023 |
Aberrant perception of environmental volatility during social learning in emerging psychosis | medRxiv | Daniel J Hauke Michelle Wobmann Christina Andreou Amatya Mackintosh Renate de Bock | 2023/2/6 |
Using Machine Learning–Based Algorithms to Identify and Quantify Exercise Limitations in Clinical Practice: Are We There Yet? | Fabian Schwendinger Ann-Kathrin Biehler Monika Nagy-Huber Raphael Knaier Volker Roth | 2023/9/13 | |
Physics-Informed Boundary Integral Networks (PIBI-Nets): A Data-Driven Approach for Solving Partial Differential Equations | arXiv preprint arXiv:2308.09571 | Monika Nagy-Huber Volker Roth | 2023/8/18 |
The effect of lysergic acid diethylamide (LSD) on whole-brain functional and effective connectivity | Neuropsychopharmacology | Peter Bedford Daniel J Hauke Zheng Wang Volker Roth Monika Nagy-Huber | 2023/7 |
Mesh-free eulerian physics-informed neural networks | arXiv preprint arXiv:2206.01545 | Fabricio Arend Torres Marcello Massimo Negri Monika Nagy-Huber Maxim Samarin Volker Roth | 2022/6/3 |
Learning invariances with generalised input-convex neural networks | arXiv preprint arXiv:2204.07009 | Vitali Nesterov Fabricio Arend Torres Monika Nagy-Huber Maxim Samarin Volker Roth | 2022/4/14 |
Learning Conditional Invariance Through Cycle Consistency | Maxim Samarin Vitali Nesterov Mario Wieser Aleksander Wieczorek Sonali Parbhoo | 2021/9/28 | |
Feature learning and random features in standard finite-width convolutional neural networks: An empirical study | Maxim Samarin Volker Roth David Belius | 2022/8/17 | |
Increased belief instability in psychotic disorders predicts treatment response to metacognitive training | Schizophrenia bulletin | DJ Hauke V Roth P Karvelis RA Adams S Moritz | 2022/7/1 |
Learning extremal representations with deep archetypal analysis | International journal of computer vision | Sebastian Mathias Keller Maxim Samarin Fabricio Arend Torres Mario Wieser Volker Roth | 2021/4 |
Silence in the psychotherapy of adolescents with borderline personality pathology. | Personality Disorders: Theory, Research, and Treatment | Ronan Zimmermann Lukas Fürer Nathalie Schenk Julian Koenig Volker Roth | 2021/3 |
Optimizing for interpretability in deep neural networks with tree regularization | Journal of Artificial Intelligence Research | Mike Wu Sonali Parbhoo Michael C Hughes Volker Roth Finale Doshi-Velez | 2021/9/14 |
Dynamic Functional Connectivity of EEG: From Identifying Fingerprints to Gender Differences to a General Blueprint for the Brain's Functional Organization | Frontiers in Neuroscience | Ute Gschwandtner Guy Bogaarts Menorca Chaturvedi Florian Hatz Antonia Meyer | 2021/8/11 |
On the difference between the information bottleneck and the deep information bottleneck | Entropy | Aleksander Wieczorek Volker Roth | 2020/1/22 |
Co-Authors
