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Emanuele Zangrando
Observed name:
Zangrando, Emanuele
Institution:
Gran Sasso Science Institute
Observed institutions:
University of Padua,
Gran Sasso Science Institute
OpenAlex ID:
A5072627792
Low-Rank Lottery Tickets: Finding Efficient Low-Rank Neural Networks Via Matrix Differential Equations
2022
·
Steffen Schotthöfer
, Emanuele Zangrando
, et al.
·
neural information processing systems
·
18
PDF
Provable Emergence of Deep Neural Collapse and Low-Rank Bias in $L^2$-Regularized Nonlinear Networks
2024
·
Zangrando, Emanuele
, Deidda, Piero
, et al.
·
arXiv (Cornell University)
·
12
PDF
Robust low-rank training via approximate orthonormal constraints
2023
·
Dayana Savostianova
, Emanuele Zangrando
, et al.
·
neural information processing systems
·
11
PDF
Geometry-aware training of factorized layers in tensor Tucker format
2024
·
Emanuele Zangrando
, Steffen Schotthöfer
, et al.
·
neural information processing systems
·
9
GeoLoRA: Geometric integration for parameter efficient fine-tuning
2024
·
Schotthöfer, Steffen
, Zangrando, Emanuele
, et al.
·
arXiv (Cornell University)
·
7
PDF
Low-Rank Adversarial PGD Attack
2024
·
Savostianova, Dayana
, Zangrando, Emanuele
, et al.
·
arXiv (Cornell University)
·
6
PDF
Neural-HSS: Hierarchical Semi-Separable Neural PDE Solver
2026
·
Sittoni, Pietro
, Zangrando, Emanuele
, et al.
·
arXiv (Cornell University)
·
2
PDF
Stiefel-AdamW: Geometry-Aware AdamW for Linear Factorization Blocks
2026
·
Zangrando, Emanuele
, Sutti, Marco
, et al.
·
arXiv (Cornell University)
PDF
Constrained Variable Projection for Structured Problems
2026
·
Zangrando, Emanuele
, Venturini, Sara
, et al.
·
arXiv (Cornell University)
PDF
HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise
2023
·
Derek Sweet
, Emanuele Zangrando
, et al.
·
IEEE International Conference on Smart Computing
Modeling attention dynamics in social networks
2020
·
Emanuele Zangrando
·
Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)
PDF
Renewable energy exploitation and ecosystems services: Alpine region and pilot area analysis
2015
·
Jessica Balest
, Stéphane Bertin
, et al.
·
IIASA PURE (International Institute of Applied Systems Analysis)
PDF
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Works count:
12
Citation count:
65
H-index:
6
I10-index:
3
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