Emanuele Zangrando
5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (2)
Top co-authors
Keywords
model compression
(1)
neural network compression
(1)
lottery ticket hypothesis
(1)
adversarial robustness
(1)
network pruning
(1)
efficient computing
(1)
tensor decomposition
(1)
low-rank approximation
(1)
model pruning
(1)
condition number
(1)
matrix manifold
(1)
parameter efficiency
(1)
rank adaptation
(1)
tucker decomposition
(1)
neural network
(1)
low-rank matrix factorization
(1)
matrix differential equation
(1)
layer factorization
(1)
Papers
GeoLoRA: Geometric integration for parameter efficient fine-tuning
ICLR 2025
dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
ICLR 2025
Geometry-aware training of factorized layers in tensor Tucker format
NIPS 2024
Robust low-rank training via approximate orthonormal constraints
NIPS 2023
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
NIPS 2022