Information Theoretic Causal Effect Quantification

by Aleksander Wieczorek, Volker Roth
Published 2019-10-01

On the Difference between the Information Bottleneck and the Deep Information Bottleneck

by Aleksander Wieczorek, Volker Roth
Published 2020-01-01

Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network

by Maxim Samarin, Lauren Zweifel, Volker Roth, Christine Alewell
Published 2020-12-01

Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates

by Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, Volker Roth
Published 2020-03-01

Supervised Speaker Diarization Using Random Forests: A Tool for Psychotherapy Process Research

by Lukas Fürer, Nathalie Schenk, Volker Roth, Martin Steppan, Klaus Schmeck, Ronan Zimmermann, Ronan Zimmermann
Published 2020-07-01

Dynamic Functional Connectivity of EEG: From Identifying Fingerprints to Gender Differences to a General Blueprint for the Brain's Functional Organization

by Ute Gschwandtner, Guy Bogaarts, Guy Bogaarts, Menorca Chaturvedi, Florian Hatz, Antonia Meyer, Peter Fuhr, Volker Roth
Published 2021-08-01

EEG Slowing and Axial Motor Impairment Are Independent Predictors of Cognitive Worsening in a Three-Year Cohort of Patients With Parkinson's Disease

by Vitalii V. Kozak, Menorca Chaturvedi, Menorca Chaturvedi, Ute Gschwandtner, Florian Hatz, Antonia Meyer, Volker Roth, Peter Fuhr
Published 2020-06-01

Improving counterfactual reasoning with kernelised dynamic mixing models.

by Sonali Parbhoo, Omer Gottesman, Andrew Slavin Ross, Matthieu Komorowski, Aldo Faisal, Isabella Bon, Volker Roth, Finale Doshi-Velez
Published 2018-01-01

A seven-marker signature and clinical outcome in malignant melanoma: a large-scale tissue-microarray study with two independent patient cohorts.

by Stefanie Meyer, Thomas J Fuchs, Anja K Bosserhoff, Ferdinand Hofstädter, Armin Pauer, Volker Roth, Joachim M Buhmann, Ingrid Moll, Nikos Anagnostou, Johanna M Brandner, Kristian Ikenberg, Holger Moch, Michael Landthaler, Thomas Vogt, Peter J Wild
Published 2012-01-01

Heritability of the HIV-1 reservoir size and decay under long-term suppressive ART

by Chenjie Wan, Nadine Bachmann, Venelin Mitov, François Blanquart, Susana Posada Céspedes, Teja Turk, Kathrin Neumann, Niko Beerenwinkel, Jasmina Bogojeska, Jacques Fellay, Volker Roth, Jürg Böni, Matthieu Perreau, Thomas Klimkait, Sabine Yerly, Manuel Battegay, Laura Walti, Alexandra Calmy, Pietro Vernazza, Enos Bernasconi, Matthias Cavassini, Karin J. Metzner, Huldrych F. Günthard, Roger D. Kouyos, the Swiss HIV Cohort Study
Published 2020-11-01

Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART

by Nadine Bachmann, Chantal von Siebenthal, Valentina Vongrad, Teja Turk, Kathrin Neumann, Niko Beerenwinkel, Jasmina Bogojeska, Jaques Fellay, Volker Roth, Yik Lim Kok, Christian W. Thorball, Alessandro Borghesi, Sonali Parbhoo, Mario Wieser, Jürg Böni, Matthieu Perreau, Thomas Klimkait, Sabine Yerly, Manuel Battegay, Andri Rauch, Matthias Hoffmann, Enos Bernasconi, Matthias Cavassini, Roger D. Kouyos, Huldrych F. Günthard, Karin J. Metzner, the Swiss HIV Cohort Study
Published 2019-07-01