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
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,828
 
H-index
32
 
i10-index
64
 
Publications
20
 
Co-authors
105
list available
Contact
No contact links provided.
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
Resume (English only)
Co-authors
105 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
Co-author 5
Co-author 5
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