Scholar
Valentin Leplat
Google Scholar ID: dnwmFPgAAAAJ
Innopolis University
Matrix/Tensor factorization
Numerical linear algebra
Convex 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
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
