AG Mukherjee

⇧ BN DZNE ⇧

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Nemali, A. (First author)DZNE* ; Bernal, J.DZNE* ; Yakupov, R.DZNE* ; Singh, D.DZNE* ; Dyrba, M.DZNE* ; Incesoy, E. I.DZNE* ; Mukherjee, S.DZNE* ; Peters, O.DZNE* ; Ersözlü, E.DZNE* ; Hellmann-Regen, J.DZNE* ; Preis, L.Extern* ; Priller, J.DZNE* ; Spruth, E. J.DZNE* ; Altenstein, S.DZNE* ; Lohse, A. ; Schneider, A.DZNE* ; Fliessbach, K.DZNE* ; Kimmich, O.DZNE* ; Wiltfang, J.DZNE* ; Hansen, N. ; Schott, B.DZNE* ; Rostamzadeh, A. ; Glanz, W.DZNE* ; Butryn, M.DZNE* ; Buerger, K.DZNE* ; Janowitz, D.Extern* ; Ewers, M. ; Perneczky, R.DZNE* ; Rauchmann, B. S.Extern* ; Teipel, S.DZNE* ; Kilimann, I.DZNE* ; Goerss, D.DZNE* ; Laske, C.DZNE* ; Sodenkamp, S.DZNE* ; Spottke, A.DZNE* ; Coenjaerts, M.DZNE* ; Brosseron, F.DZNE* ; Lüsebrink, F.DZNE* ; Dechent, P. ; Scheffler, K. ; Hetzer, S. ; Kleineidam, L.DZNE* ; Stark, M. ; Jessen, F.DZNE* ; Duzel, E.DZNE* ; Ziegler, G. (Last author)DZNE*
SMAS: Structural MRI-based AD Score using Bayesian supervised VAE.
Computers in biology and medicine 196(Pt C), 110829 (2025) [10.1016/j.compbiomed.2025.110829]2025   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Lagemann, C. ; Paehler, L. ; Callaham, J. ; Mokbel, S. ; Ahnert, S. ; Lagemann, K.DZNE* ; Lagemann, E. ; Adams, N. A. ; Brunton, S. L.
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics
2025Proceedings of the 7th Annual Learning for Dynamics & Control Conference
7th Annual Learning for Dynamics and Control Conference, L4DC 2025, Ann Arbor, MIAnn Arbor, MI, USA, 4 Jun 2025 - 6 Jun 20252025-06-042025-06-06 ML Research Press 283, 497 - 512 (2025)2025   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Lagemann, K. (First author)DZNE* ; Lagemann, C. ; Mukherjee, S. (Last author)DZNE*
INVARIANCE-BASED LEARNING OF LATENT DYNAMICS
202412th International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 20242024-05-072024-05-11 200372 pp. (2024)2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Göbler, K. ; Drton, M. ; Mukherjee, S.DZNE* ; Miloschewski, A. (Last author)DZNE*
High-dimensional undirected graphical models for arbitrary mixed data
Electronic journal of statistics 18(1), 2339 - 2404 (2024) [10.1214/24-EJS2254]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Lagemann, C. ; Lagemann, K.DZNE* ; Mukherjee, S.DZNE* ; Schröder, W.
Challenges of deep unsupervised optical flow estimation for particle-image velocimetry data
Experiments in fluids 65(3), 30 (2024) [10.1007/s00348-024-03768-2]2024   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Young, C. C. ; Eason, K. ; Manzano Garcia, R. ; Moulange, R. ; Mukherjee, S.DZNE* ; Chin, S.-F. ; Caldas, C. ; Rueda, O. M.
Development and validation of a reliable DNA copy-number-based machine learning algorithm (CopyClust) for breast cancer integrative cluster classification.
Scientific reports 14(1), 11861 (2024) [10.1038/s41598-024-62724-6]2024   Files  Fulltext by Pubmed Central BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis Lagemann, K.DZNE*
Deep Learning for Causal Inference and Latent Dynamical Modeling in Biomedical Research
207p (2024)2024 = Dissertation, Rheinische Friedrich-Wilhelms-Universität Bonn, 2024   Files  Fulltext Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Campbell, A. ; Spasov, S.DZNE* ; Toschi, N. ; Lio, P.
DBGDGM: Dynamic Brain Graph Deep Generative Model
2024Medical Imaging with Deep Learning, MIDL 2023, Nashville, Tenn.Nashville, Tenn., USA, 10 Jul 2023 - 12 Jul 20232023-07-102023-07-12 227, 1346 - 1371 (2024)2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Perrakis, K. ; Lartigue, T.-A.-J.Extern* ; Dondelinger, F. ; Mukherjee, S. (Last author)DZNE*
Regularized Joint Mixture Models
Journal of machine learning research 24(19), 1 - 47 (2023)2023   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Lagemann, K. (First author)DZNE* ; Lagemann, C. ; Taschler, B.DZNE* ; Mukherjee, S. (Last author)DZNE*
Deep learning of causal structures in high dimensions under data limitations
Nature machine intelligence 5(11), 1306 - 1316 (2023) [10.1038/s42256-023-00744-z]2023   Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
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