Valentin Leplat
Scholar

Valentin Leplat

Google Scholar ID: dnwmFPgAAAAJ
Innopolis University
Matrix/Tensor factorizationNumerical linear algebraConvex and Non-Convex Numerical Optimization
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Citations & Impact
All-time
Citations
254
 
H-index
6
 
i10-index
5
 
Publications
20
 
Co-authors
0
 
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Publications
6 items
A New Tensor Network: Tubal Tensor Train and Its Applications
2026
Cited
0
A Provably-Correct and Robust Convex Model for Smooth Separable NMF
2025
Cited
0
Market-Based Data Subset Selection -- Principled Aggregation of Multi-Criteria Example Utility
2025
Cited
0
GRAFT: Gradient-Aware Fast MaxVol Technique for Dynamic Data Sampling
2025
Cited
0
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models
arXiv.org · 2024
Cited
0
Block Majorization Minimization with Extrapolation and Application to β-NMF
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
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Co-authors: 0 (list not available)