Gianluca Ceruti
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
model compression
(1)
neural network compression
(1)
lottery ticket hypothesis
(1)
adversarial robustness
(1)
network pruning
(1)
neural network optimization
(1)
efficient computing
(1)
tensor decomposition
(1)
low-rank approximation
(1)
model pruning
(1)
condition number
(1)
matrix manifold
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficiency
(1)
rank adaptation
(1)
tucker decomposition
(1)
neural network
(1)
low-rank matrix factorization
(1)
matrix differential equation
(1)
Papers
GeoLoRA: Geometric integration for parameter efficient fine-tuning
ICLR 2025
Geometry-aware training of factorized layers in tensor Tucker format
NeurIPS 2024
Robust low-rank training via approximate orthonormal constraints
NeurIPS 2023
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
NeurIPS 2022