Jean-Baptiste SCHIRATTI

2 papers · 2015–2017 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Olivier Colliot (2) Stéphanie ALLASSONNIERE (2) Stanley DURRLEMAN (2)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Healthcare & Medicine (1) Mathematics & Optimization (1) Application Areas (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Clinical (1) Mathematics (1)

Keywords

expectation-maximization algorithm (2) riemannian geometry (2) bayesian mixed-effects model (2) mixed-effects model (1) manifold-valued data (1) spatiotemporal transformation (1) neuropsychological assessment (1) disease progression (1) spatiotemporal trajectory (1) riemannian manifold (1) longitudinal data (1)

Papers

A Bayesian Mixed-Effects Model to Learn Trajectories of Changes from Repeated Manifold-Valued Observations JMLR 2017 Learning spatiotemporal trajectories from manifold-valued longitudinal data NeurIPS 2015