Steffen Schotthöfer
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Keywords
neural network
(2)
neural network compression
(1)
lottery ticket hypothesis
(1)
network pruning
(1)
neural network optimization
(1)
efficient computing
(1)
tensor decomposition
(1)
low-rank approximation
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficiency
(1)
rank adaptation
(1)
statistical physics
(1)
sobolev norm
(1)
tucker decomposition
(1)
boltzmann equation
(1)
neural entropy closure
(1)
convex neural network
(1)
moment system
(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
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
NeurIPS 2022
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation
ICML 2022