Frank Dondelinger

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 8

Top Venues

Bioinform.

CoRR

IEEE J. Biomed. Health Informatics

J. Mach. Learn. Res.

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Konstantinos Perrakis, Thomas Lartigue, Frank Dondelinger, Sach Mukherjee
Regularized Joint Mixture Models. J. Mach. Learn. Res. 24 (2023)
Arthur Leroy, Ai Ling Teh, Frank Dondelinger, Mauricio A. Álvarez, Dennis Wang
Longitudinal prediction of DNA methylation to forecast epigenetic outcomes. CoRR (2023)
Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew P. Creagh, Christian Gossens, Michael Lindemann, Maarten De Vos
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Guy Bogaarts, Mattia Zanon, Frank Dondelinger, Adrian Derungs, Florian Lipsmeier, Christian Gossens, Michael Lindemann
Simulating the impact of noise on gait features extracted from smartphone sensor-data for the remote assessment of movement disorders. EMBC (2021)
Evanthia Koukouli, Dennis Wang, Frank Dondelinger, Juhyun Park
A regularized functional regression model enabling transcriptome-wide dosage-dependent association study of cancer drug response. PLoS Comput. Biol. 17 (1) (2021)
Iñigo Ayestaran, Ana Galhoz, Elmar Spiegel, Ben Sidders, Jonathan R. Dry, Frank Dondelinger, Andreas Bender, Ultan McDermott, Francesco Iorio, Michael P. Menden
Identification of Intrinsic Drug Resistance and Its Biomarkers in High-Throughput Pharmacogenomic and CRISPR Screens. Patterns 1 (5) (2020)
Bernd Taschler, Frank Dondelinger, Sach Mukherjee
Model-based clustering in very high dimensions via adaptive projections. CoRR (2019)
Nicolas Städler, Frank Dondelinger, Steven M. Hill, Rehan Akbani, Yiling Lu, Gordon B. Mills, Sach Mukherjee
Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study. Bioinform. 33 (18) (2017)
Chris J. Oates, Frank Dondelinger, Nora Bayani, James Korkola, Joe W. Gray, Sach Mukherjee
Causal network inference using biochemical kinetics. Bioinform. 30 (17) (2014)
Frank Dondelinger, Sophie Lèbre, Dirk Husmeier
Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure. Mach. Learn. 90 (2) (2013)
Frank Dondelinger, Dirk Husmeier, Simon Rogers, Maurizio Filippone
ODE parameter inference using adaptive gradient matching with Gaussian processes. AISTATS (2013)
Ali Faisal, Frank Dondelinger, Dirk Husmeier, Colin M. Beale
Inferring species interaction networks from species abundance data: A comparative evaluation of various statistical and machine learning methods. Ecol. Informatics 5 (6) (2010)
Dirk Husmeier, Frank Dondelinger, Sophie Lèbre
Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks. NIPS (2010)
Frank Dondelinger, Sophie Lèbre, Dirk Husmeier
Heterogeneous Continuous Dynamic Bayesian Networks with Flexible Structure and Inter-Time Segment Information Sharing. ICML (2010)

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Publication Activity (10 Years)

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Frank Dondelinger