Decebal Constantin Mocanu
Scholar

Decebal Constantin Mocanu

Google Scholar ID: RlQgUwEAAAAJ
Associate Professor in Machine Learning, University of Luxembourg, TU Eindhoven
artificial intelligenceefficient machine learningsparse neural networkscontinual learning
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Citations & Impact
All-time
Citations
4,828
 
H-index
32
 
i10-index
64
 
Publications
20
 
Co-authors
105
list available
Publications
4 items
When Data Is Scarce: Scaling Sparse Language Models with Repeated Training
2026
Cited
0
Memory-Efficient LLM Training with Dynamic Sparsity: From Stability to Practical Scaling
2026
Cited
0
Batch Matrix-form Equations and Implementation of Multilayer Perceptrons
2025
Cited
0
NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling
2025
Cited
0
Co-authors
18 total
Mykola Pechenizkiy
Mykola Pechenizkiy
Eindhoven University of Technology
Antonio Liotta
Antonio Liotta
Professor at Faculty of Engineering, University of Bozen-Bolzano, Italy
Elena Mocanu
Elena Mocanu
Assistant Professor, University of Twente
Shiwei Liu
Shiwei Liu
ELLIS Institute Tübingen, MPI for Intelligent Systems, University of Oxford, CS@TU/e
Phuong H. Nguyen
Phuong H. Nguyen
Eindhoven University of Technology
Ghada Sokar
Ghada Sokar
Google DeepMind
Maria Torres Vega
Maria Torres Vega
Assistant Professor, KU Leuven, Belgium
Zahra Atashgahi
Zahra Atashgahi
Unknown affiliation