Rodolphe Sepulchre
4 papers · 2010–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
JMLR (3)
L4DC (1)
Top co-authors
Keywords
riemannian optimization
(2)
nonconvex optimization
(1)
constrained optimization
(1)
sparse principal component analysis
(1)
hilbert space
(1)
gradient descent
(1)
distance metric learning
(1)
positive semidefinite matrix
(1)
matrix completion
(1)
low-rank matrix
(1)
manifold optimization
(1)
reproducing kernel
(1)
lipschitz continuity
(1)
low-rank matrix completion
(1)
operator learning
(1)
gradient method
(1)
orthogonality constraint
(1)
regularized least square
(1)
power method
(1)
fixed-rank matrix
(1)
Papers
Training Lipschitz Continuous Operators Using Reproducing Kernels
L4DC 2022
Manopt, a Matlab Toolbox for Optimization on Manifolds
JMLR 2014
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach
JMLR 2011
Generalized Power Method for Sparse Principal Component Analysis
JMLR 2010