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Items where Author is "Roth, Volker"

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Number of items: 53.

2021

Keller, Sebastian Mathias and Samarin, Maxim and Arend Torres, Fabricio and Wieser, Mario and Roth, Volker. (2021) Learning Extremal Representations with Deep Archetypal Analysis. International Journal of Computer Vision, 129 (4). pp. 805-820.

Zimmermann, Ronan and Fürer, Lukas and Schenk, Nathalie and Koenig, Julian and Roth, Volker and Schlüter-Müller, Susanne and Kaess, Michael and Schmeck, Klaus. (2021) Silence in the psychotherapy of adolescents with borderline personality pathology. Personality disorders, 12 (2). pp. 160-170.

2020

Keller, Sebastian M. and Gschwandtner, Ute and Meyer, Antonia and Chaturvedi, Menorca and Roth, Volker and Fuhr, Peter. (2020) Cognitive decline in Parkinson's disease is associated with reduced complexity of EEG at baseline. Brain Communications, 2 (2). fcaa207.

Kozak, Vitalii V. and Chaturvedi, Menorca and Gschwandtner, Ute and Hatz, Florian and Meyer, Antonia and Roth, Volker and Fuhr, Peter. (2020) EEG Slowing and Axial Motor Impairment Are Independent Predictors of Cognitive Worsening in a Three-Year Cohort of Patients With Parkinson's Disease. Frontiers in Aging Neuroscience, 12. p. 171.

Wan, Chenjie and Bachmann, Nadine and Mitov, Venelin and Blanquart, François and Céspedes, Susana Posada and Turk, Teja and Neumann, Kathrin and Beerenwinkel, Niko and Bogojeska, Jasmina and Fellay, Jacques and Roth, Volker and Böni, Jürg and Perreau, Matthieu and Klimkait, Thomas and Yerly, Sabine and Battegay, Manuel and Walti, Laura and Calmy, Alexandra and Vernazza, Pietro and Bernasconi, Enos and Cavassini, Matthias and Metzner, Karin J. and Günthard, Huldrych F. and Kouyos, Roger D. and Swiss HIV Cohort Study, . (2020) Heritability of the HIV-1 reservoir size and decay under long-term suppressive ART. Nature Communications, 11 (1). p. 5542.

Thorball, Christian W. and Borghesi, Alessandro and Bachmann, Nadine and Von Siebenthal, Chantal and Vongrad, Valentina and Turk, Teja and Neumann, Kathrin and Beerenwinkel, Niko and Bogojeska, Jasmina and Roth, Volker and Kok, Yik Lim and Parbhoo, Sonali and Wieser, Mario and Böni, Jürg and Perreau, Matthieu and Klimkait, Thomas and Yerly, Sabine and Battegay, Manuel and Rauch, Andri and Schmid, Patrick and Bernasconi, Enos and Cavassini, Matthias and Kouyos, Roger D. and Günthard, Huldrych F. and Metzner, Karin J. and Fellay, Jacques and Swiss HIV Cohort Study, . (2020) Host Genomics of the HIV-1 Reservoir Size and Its Decay Rate During Suppressive Antiretroviral Treatment. Journal of Acquired Immune Deficiency Syndromes, 85 (4). pp. 517-524.

Samarin, Maxim and Zweifel, Lauren and Roth, Volker and Alewell, Christine. (2020) Identifying Soil Erosion Processes in Alpine Grasslands on Aerial Imagery with a U-Net Convolutional Neural Network. Remote sensing, 12 (24). p. 4149.

Parbhoo, Sonali and Wieser, Mario and Wieczorek, Aleksander and Roth, Volker. (2020) Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates. Entropy, 22 (4). p. 389.

Wieser, Mario and Parbhoo, Sonali and Wieczorek, Aleksander and Roth, Volker. (2020) Inverse Learning of Symmetries. In: Advances in Neural Information Processing Systems 33 (NeurIPS 2020). pp. 1-12.

Wieczorek, Aleksander and Roth, Volker. (2020) On the Difference between the Information Bottleneck and the Deep Information Bottleneck. Entropy, 22 (2). p. 131.

Wu, Mike and Parbhoo, Sonali and Hughes, Michael C. and Kindle, Ryan and Celi, Leo A. and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale. (2020) Regional Tree Regularization for Interpretability in Deep Neural Networks. In: The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, 34. pp. 6413-6421.

Fürer, Lukas and Schenk, Nathalie and Roth, Volker and Steppan, Martin and Schmeck, Klaus and Zimmermann, Ronan. (2020) Supervised Speaker Diarization Using Random Forests: A Tool for Psychotherapy Process Research. Frontiers in Psychology, 11. p. 1726.

Parbhoo, Sonali and Wieser, Mario and Roth, Volker and Doshi-Velez, Finale. (2020) Transfer Learning from Well-Curated to Less-Resourced Populations with HIV. In: Proceedings of the 5th Machine Learning for Healthcare Conference, 126. pp. 589-609.

2019

Keller, Sebastian Mathias and Samarin, Maxim and Wieser, Mario and Roth, Volker. (2019) Deep Archetypal Analysis. In: Pattern Recognition. Cham, pp. 171-185.

Kortylewski, Adam and Wieczorek, Aleksander and Wieser, Mario and Blumer, Clemens and Parbhoo, Sonali and Morel-Forster, Andreas and Roth, Volker and Vetter, Thomas. (2019) Greedy Structure Learning of Hierarchical Compositional Models. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). pp. 11612-11621.

Wieczorek, Aleksander and Roth, Volker. (2019) Information Theoretic Causal Effect Quantification. Entropy, 21 (10). p. 975.

Chaturvedi, Menorca and Bogaarts, Jan Guy and Kozak Cozac, Vitalii V. and Hatz, Florian and Gschwandtner, Ute and Meyer, Antonia and Fuhr, Peter and Roth, Volker. (2019) Phase lag index and spectral power as QEEG features for identification of patients with mild cognitive impairment in Parkinson's disease. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology, 130 (10). pp. 1937-1944.

2018

Wu, Mike and Hughes, Michael C. and Parbhoo, Sonali and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale. (2018) Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. In: Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18). pp. 1670-1678.

Parbhoo, Sonali and Gottesman, Omer and Ross, Andrew Slavin and Komorowski, Matthieu and Faisal, Aldo and Bon, Isabella and Roth, Volker and Doshi-Velez, Finale. (2018) Improving counterfactual reasoning with kernelised dynamic mixing models. PloS one, 13 (11). e0205839.

Kortylewski, Adam and Wieser, Mario and Morel-Forster, Andreas and Wieczorek, Aleksander and Parbhoo, Sonali and Roth, Volker and Vetter, Thomas. (2018) Informed MCMC with Bayesian Neural Networks for Facial Image Analysis. In: NeurIPS 2018, Bayesian Deep Learning Workshop. pp. 1-4.

Wieser, Mario and Wieczorek, Aleksander and Murezzan, Damian and Roth, Volker. (2018) Learning Sparse Latent Representations with the Deep Copula Information Bottleneck. In: International Conference on Learning Representations.

2017

Parbhoo, Sonali and Bogojeska, Jasmina and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale. (2017) Combining Kernel and Model Based Learning for HIV Therapy Selection. Amia Summits on Translational Science Proceedings, 2017. pp. 239-248.

Egger, Bernhard and Kaufmann, Dinu and Schönborn, Sandro and Roth, Volker and Vetter, Thomas. (2017) Copula Eigenfaces with Attributes: Semiparametric Principal Component Analysis for a Combined Color, Shape and Attribute Model. Communications in Computer and Information Science, 693. pp. 95-112.

2 February 2016

Dazert, Eva and Colombi, Marco and Boldanova, Tujana and Moes, Suzette and Adametz, David and Quagliata, Luca and Roth, Volker and Terracciano, Luigi and Heim, Markus H. and Jenoe, Paul and Hall, Michael N.. (2016) Quantitative proteomics and phosphoproteomics on serial tumor biopsies from a sorafenib-treated HCC patient. Proceedings of the National Academy of Sciences of the United States of America, 113 (5). pp. 1381-1386.

2016

Kaufmann, Dinu and Parbhoo, Sonali and Wieczorek, Aleksander and Keller, Sebastian and Adametz, David and Roth, Volker . (2016) Bayesian Markov Blanket Estimation. In: Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016, 51. pp. 333-341.

Egger, Bernhard and Kaufmann, Dinu and Schönborn, Sandro and Roth, Volker and Vetter, Thomas. (2016) Copula Eigenfaces - Semiparametric Principal Component Analysis for Facial Appearance Modeling. In: Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016). Cham, pp. 50-58.

Makowska, Zuzanna and Boldanova, Tujana and Adametz, David and Quagliata, Luca and Vogt, Julia E. and Dill, Michael T. and Matter, Mathias S. and Roth, Volker and Terracciano, Luigi and Heim, Markus H.. (2016) Gene expression analysis of biopsy samples reveals critical limitations of transcriptome-based molecular classifications of hepatocellular carcinoma. The Journal of Pathology : Clinical Research , 2 (2). pp. 80-92.

2015

Alewell, Christine and Meusburger, Katrin and Kandl, Daniela and Fetai, Ilir and Roth, Volker and Rugolo, Valentino and Schuldt, Heiko and Vetter, Thomas. (2015) COSA – AlpErosion: Monitoring the degradation of Alpine soils with COSA, a Citizens’ Observatory Smartphone App. (36). pp. 19-22. Wädenswil .

Kaufmann, Dinu and Keller, Sebastian and Roth, Volker. (2015) Copula Archetypal Analysis. In: Pattern Recognition. pp. 117-128.

Vogt, JuliaE. and Kloft, Marius and Stark, Stefan and Raman, SudhirS. and Prabhakaran, Sandhya and Roth, Volker and Ratsch, Gunnar. (2015) Probabilistic clustering of time-evolving distance data. Machine learning, Vol. 100, H. 2-3. pp. 635-654.

2014

Adametz, David and Roth, Volker. (2014) Distance-based network recovery under feature correlation. In: Advances in neural information processing systems, 27. Cambridge (Mass.), pp. 775-783.

Giallonardo, Francesca Di and Töpfer, Armin and Rey, Melanie and Prabhakaran, Sandhya and Duport, Yannick and Leemann, Christine and Schmutz, Stefan and Campbell, Nottania K. and Joos, Beda and Lecca, Maria Rita and Patrignani, Andrea and Däumer, Martin and Beisel, Christian and Rusert, Peter and Trkola, Alexandra and Günthard, Huldrych F. and Roth, Volker and Beerenwinkel, Niko and Metzner, Karin J.. (2014) Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations. Nucleic Acids Research, 42 (14). e115.

Prabhakaran, Sandhya and Rey, Melanie and Zagordi, Osvaldo and Beerenwinkel, Niko and Roth, Volker. (2014) HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model. IEEE/ACM transactions on computational biology and bioinformatics, Vol. 1, H. 1. pp. 182-191.

Adametz, David and Rey, Melanie and Roth, Volker. (2014) Information Bottleneck for Pathway-Centric Gene Expression Analysis. In: Pattern recognition: 36th German Conference. Cham, pp. 81-91.

Dill, Michael T. and Makowska, Zuzanna and Trincucci, Gaia and Gruber, Andreas J. and Vogt, Julia E. and Filipowicz, Magdalena and Calabrese, Diego and Krol, Ilona and Lau, Daryl T. and Terracciano, Luigi and van Nimwegen, Erik and Roth, Volker and Heim, Markus H.. (2014) Pegylated IFN-α regulates hepatic gene expression through transient Jak/STAT activation. Journal of Clinical Investigation, Vol. 124, H. 4. pp. 1568-1581.

Bousleiman, Habib and Zimmermann, Ronan and Ahmed, Shaheen and Hardmeier, Martin and Hatz, Florian and Schindler, Christian and Roth, Volker and Gschwandtner, Ute and Fuhr, Peter. (2014) Power spectra for screening parkinsonian patients for mild cognitive impairment. Annals of clinical and translational neurology, Vol. 1, H. 11. pp. 884-890.

Rey, Melani and Roth, Volker and Fuchs, Thomas. (2014) Sparse meta-Gaussian information bottleneck. In: Proceedings of the 31st International Conference on Machine Learning (ICML 2014). Red Hook, NY, pp. 910-918.

2013

Wigger, Leonore and Vogt, Julia E. and Roth, Volker. (2013) Malaria haplotype frequency estimation. Statistics in medicine, Vol. 32, H. 21. pp. 3737-3751.

Rey, Melanie Rey and Roth, Volker. (2013) Meta-Gaussian information bottleneck. In: Advances in neural information processing systems, 25. Cambridge (Mass.), pp. 1925-1933.

Töpfer, Armin and Zagordi, Osvaldo and Prabhakaran, Sandhya and Roth, Volker and Halperin, Eran and Beerenwinkel, Niko. (2013) Probabilistic inference of viral quasispecies subject to recombination. Journal of computational biology, Vol. 20, H. 2. pp. 113-123.

Prabhakaran, Sandhya and Adametz, David and Metzner, KarinJ. and Boehm, Alexander and Roth, Volker. (2013) Recovering networks from distance data. Machine learning, Vol. 92, H. 2-3. pp. 251-283.

2012

Vogt, Julia and Roth, Volker. (2012) A complete analysis of the l_1,p Group-Lasso. In: 29th International Conference on Machine Learning (ICML 2012), 8 S.. Edinburgh.

Meyer, Stefanie and Fuchs, Thomas J. and Bosserhoff, Anja K. and Hofstädter, Ferdinand and Pauer, Armin and Roth, Volker and Buhmann, Joachim M. and Moll, Ingrid and Anagnostou, Nikos and Brandner, Johanna M. and Ikenberg, Kristian and Moch, Holger and Landthaler, Michael and Vogt, Thomas and Wild, Peter J.. (2012) A seven-marker signature and clinical outcome in malignant melanoma : a large-scale tissue-microarray study with two independent patient cohorts. PLoS ONE, Vol. 7, H. 6 , e38222.

Prabhakaran, Sandhya and Raman, Sudhir and Vogt, Julia and Roth, Volker. (2012) Automatic model selection in archetype analysis. In: Pattern recognition : joint 34th DAGM and 36th OAGM Symposium. Springer, pp. 458-467.

Beerenwinkel, Niko and Günthard, Huldrych F. and Roth, Volker and Metzner, Karin J.. (2012) Challenges and opportunities in estimating viral genetic diversity from next-generation sequencing data. Frontiers in microbiology, Vol. 3, H. 329.

Melanie, Rey and Roth, Volker. (2012) Copula mixture model for eependency-seeking clustering. In: 29th International Conference on Machine Learning (ICML 2012), 8 S.. Edinburgh.

Zagordi, Osvaldo and Töpfer, Armin and Prabhakaran, Sandhya and Roth, Volker and Halperin, Eran and Beerenwinkel, Niko. (2012) Probabilistic inference of viral quasispecies subject to recombination. In: Research in Computational Molecular Biology. Berlin, pp. 342-354.

Prabhakaran, Sandhya and Metzner, Karin J. and Boehm, Alexander and Roth, Volker. (2012) Recovering Networks from Distance Data. Journal of machine learning research, Vol. 25. pp. 349-364.

Raman, Sudhir and Roth, Volker. (2012) Sparse point estimation for Bayesian regression via simulated annealing. In: Pattern recognition : joint 34th DAGM and 36th OAGM Symposium. Springer, pp. 317-326.

2011

Adametz, David and Roth, Volker. (2011) Bayesian Partitioning of Large-Scale Distance Data. In: Advances in Neural Information Processing Systems 24, 9 S.. Red Hook, NY.

2010

Zagordi, Osvaldo and Geyrhofer, Lukas and Roth, Volker and Beerenwinkel, Niko. (2010) Deep sequencing of a genetically heterogeneous sample : local haplotype reconstruction and read error correction. Journal of computational biology, Vol. 17, H. 3. pp. 417-428.

Raman, Sudhir and Fuchs, Thomas and Wild, Peter and Dahl, Edgar and Buhmann, Joachim and Roth, Volker. (2010) Infinite mixture-of-experts model for sparse survival regression with application to breast cancer. BMC Bioinformatics, Vol. 11, Suppl 8 , S8.

2009

Wild, Peter J. and Fuchs, Thomas and Stoehr, Robert and Zimmermann, Dieter and Frigerio, Simona and Padberg, Barbara and Steiner, Inbal and Zwarthoff, Ellen C. and Burger, Maximilian and Denzinger, Stefan and Hofstaedter, Ferdinand and Kristiansen, Glen and Hermanns, Thomas and Seifert, Hans-Helge and Provenzano, Maurizio and Sulser, Tullio and Roth, Volker and Buhmann, Joachim M. and Moch, Holger and Hartmann, Arndt. (2009) Detection of urothelial bladder cancer cells in voided urine can be improved by a combination of cytology and standardized microsatellite analysis. Cancer epidemiology biomarkers & prevention, Vol. 18, H. 6. pp. 1798-1806.

This list was generated on Thu Mar 28 21:14:01 2024 CET.