Scholar
Hemant Tyagi
Google Scholar ID: kQgX4HIAAAAJ
Nanyang Technological University, Singapore
Learning theory
Optimization
High dimensional statistics
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Citations & Impact
All-time
Citations
448
H-index
11
i10-index
13
Publications
20
Co-authors
0
Publications
9 items
RobustLDS: Learning linear dynamical systems under adversarial corruptions
2026
Cited
0
Learning structured linear dynamical systems from missing observations
2026
Cited
0
Learning switched non-linear dynamical systems from a single trajectory
2026
Cited
0
Matching correlated VAR time series
2025
Cited
0
Joint learning of a network of linear dynamical systems via total variation penalization
2025
Cited
0
Joint estimation of smooth graph signals from partial linear measurements
2025
Cited
0
Dynamic angular synchronization under smoothness constraints
arXiv.org · 2024
Cited
0
Joint Learning of Linear Dynamical Systems under Smoothness Constraints
arXiv.org · 2024
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0
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