Scholar
Elena Mocanu
Google Scholar ID: JLD5uy0AAAAJ
Assistant Professor, University of Twente
Machine Learning
Sparse Neural Networks
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Citations & Impact
All-time
Citations
3,098
H-index
19
i10-index
24
Publications
20
Co-authors
49
list available
Publications
7 items
Beyond Masked Sparsity: SNACK Enables Truly Sparse Neural Networks on GPU
2026
Cited
0
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
Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity
2025
Cited
0
NeuroTrails: Training with Dynamic Sparse Heads as the Key to Effective Ensembling
2025
Cited
0
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
arXiv.org · 2024
Cited
0
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
Neural Information Processing Systems · 2023
Cited
2
Co-authors
12 total
Phuong H. Nguyen
Eindhoven University of Technology
Decebal Constantin Mocanu
Associate Professor in Machine Learning, University of Luxembourg, TU Eindhoven
Antonio Liotta
Professor at Faculty of Engineering, University of Bozen-Bolzano, Italy
Mykola Pechenizkiy
Eindhoven University of Technology
Peter Stone
Professor of Computer Science, The University of Texas at Austin
Ghada Sokar
Google DeepMind
Zahra Atashgahi
Unknown affiliation
Shiwei Liu
ELLIS Institute Tübingen, MPI for Intelligent Systems, University of Oxford, CS@TU/e
