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cs.LG2026
MultiSigBERT: Beyond Survival Analysis through Multimodal and Sequential Modeling in Oncology
Paul Minchella, Stéphane Chrétien, Guillaume Metzler +2
Machine learning has become an essential component of modern healthcare, where the integration of heterogeneous data sources offers unprecedented opportunities to improve clinical…
cs.LG2025
Conformal Online Learning of Deep Koopman Linear Embeddings
Ben Gao, Jordan Patracone, Stéphane Chrétien +1
We introduce Conformal Online Learning of Koopman embeddings (COLoKe), a novel framework for adaptively updating Koopman-invariant representations of nonlinear dynamical systems fr…