My Research Interests
My main research interests include machine learning, statistical models for data analysis and biomedical applications.
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Selected Publications
Arend Torres, Fabricio, Negri,Marcello Massimo, Inversi, Marco, Aellen, Jonathan, & The Twelfth International Conference on Learning Representations. https://openreview.net/forum?id=Nshk5YpdWE
. (2024, May 7). Lagrangian Flow Networks for Conservation Laws.
Arend Torres, Fabricio, Negri,Marcello Massimo, Inversi, Marco, Aellen, Jonathan, & The Twelfth International Conference on Learning Representations. https://openreview.net/forum?id=Nshk5YpdWE
. (2024, May 7). Lagrangian Flow Networks for Conservation Laws.
Negri, Marcello Massimo, Arend Torres, Fabricio, & Advances in Neural Information Processing Systems, 36, 25095–25111. https://proceedings.neurips.cc/paper_files/paper/2023/file/4eef8829319316d0b552328715c836c3-Paper-Conference.pdf
. (2023). Conditional Matrix Flows for Gaussian Graphical Models.
Negri, Marcello Massimo, Arend Torres, Fabricio, & Advances in Neural Information Processing Systems, 36, 25095–25111. https://proceedings.neurips.cc/paper_files/paper/2023/file/4eef8829319316d0b552328715c836c3-Paper-Conference.pdf
. (2023). Conditional Matrix Flows for Gaussian Graphical Models.
Bachmann, Nadine, von Siebenthal, Chantal, Vongrad, Valentina, Turk, Teja, Neumann, Kathrin, Beerenwinkel, Niko, Bogojeska, Jasmina, Fellay, Jaques, Nature Communications, 10(1). https://doi.org/10.1038/s41467-019-10884-9
, Kok, Yik Lim, Thorball, Christian W., Borghesi, Alessandro, Parbhoo, Sonali, Wieser, Mario, Böni, Jürg, Perreau, Matthieu, Klimkait, Thomas, Yerly, Sabine, Battegay, Manuel, et al. (2019). Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART.
Bachmann, Nadine, von Siebenthal, Chantal, Vongrad, Valentina, Turk, Teja, Neumann, Kathrin, Beerenwinkel, Niko, Bogojeska, Jasmina, Fellay, Jaques, Nature Communications, 10(1). https://doi.org/10.1038/s41467-019-10884-9
, Kok, Yik Lim, Thorball, Christian W., Borghesi, Alessandro, Parbhoo, Sonali, Wieser, Mario, Böni, Jürg, Perreau, Matthieu, Klimkait, Thomas, Yerly, Sabine, Battegay, Manuel, et al. (2019). Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART.
Wu, Mike, Hughes, Michael C., Parbhoo, Sonali, Zazzi, Maurizio, Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16285
, & Doshi-Velez, Finale. (2018, January 1).
Wu, Mike, Hughes, Michael C., Parbhoo, Sonali, Zazzi, Maurizio, Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16285
, & Doshi-Velez, Finale. (2018, January 1).
Prabhakaran, Sandhya, Rey, Melanie, Zagordi, Osvaldo, Beerenwinkel, Niko, & IEEE/ACM Transactions on Computational Biology and Bioinformatics, 11(1), 182–191. https://doi.org/ea017b9f-ec09-4077-85ab-ded3af538c48
. (2014). HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model.
Prabhakaran, Sandhya, Rey, Melanie, Zagordi, Osvaldo, Beerenwinkel, Niko, & IEEE/ACM Transactions on Computational Biology and Bioinformatics, 11(1), 182–191. https://doi.org/ea017b9f-ec09-4077-85ab-ded3af538c48
. (2014). HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model.