Emanuele Zangrando
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
low-rank adaptation
(2)
parameter-efficient fine-tuning
(2)
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)
bilevel optimization
(1)
matrix manifold
(1)
parameter efficiency
(1)
rank adaptation
(1)
frank-wolfe algorithm
(1)
tucker decomposition
(1)
neural network
(1)
low-rank matrix factorization
(1)
matrix differential equation
(1)
Papers
dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
ICLR 2025
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