TS
Tom Szwagier
cs.LGstat.MEstat.APstat.MLcs.AIcs.CGdevelopmenteess.SPhippocampusHippocampus
On Valency
published · living versionsW_nt9nfzef·v1 · currentpublished
A Random Matrix Analysis of Symmetric Tensor Unfolding
with Xiaoyi Mai, José Henrique de Morais Goulart
1 version
Preprints & journals
8 papers in the corpus · 2021–2025Parsimonious Gaussian mixture models with piecewise-constant eigenvalue profiles2507.01542v2 · Tom Szwagier, Pierre-Alexandre Mattei, Charles Bouveyron et al.2025 · 2 citationsarXiv
Eigengap Sparsity for Covariance Parsimony2504.10110v2 · Tom Szwagier, Guillaume Olikier, Xavier Pennec2025 · 1 citationGeometric Science of Information 2025. Lecture Notes in Computer Science, vol 16034. Springer, 50-59
Nested subspace learning with flags2502.06022v2 · Tom Szwagier, Xavier Pennec2025 · 1 citationarXiv
The curse of isotropy: from principal components to principal subspaces2307.15348v4 · Tom Szwagier, Xavier Pennec2023 · 3 citationsarXiv
Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes.36932150 · Biton, Shany, Aldhafeeri, Mohsin, Marcusohn, Erez et al.2023 · 32 citationsNPJ digital medicine. 2023;6(1):44
Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes2207.09667v1 · Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn et al.2022 · 2 citationsarXiv
The rapid developmental rise of somatic inhibition disengages hippocampal dynamics from self-motion.35856497 · Dard, Robin F, Leprince, Erwan, Denis, Julien et al.2022 · 47 citationseLife. 2022;11
ICLR 2022 Challenge for Computational Geometry and Topology: Design and Results2206.09048v2 · Adele Myers, Saiteja Utpala, Shubham Talbar et al.2022 · 0 citationsarXiv
Career total: 12 works. 8 are in this corpus.
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