Steffen Schotthöfer
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (4) 🗺️ Taxonomy Completionist (10)
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Trend Setter
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
neural network
(2)
neural network compression
(1)
lottery ticket hypothesis
(1)
network pruning
(1)
efficient computing
(1)
tensor decomposition
(1)
low-rank approximation
(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)
entropy closure
(1)
model compression
(1)
layer factorization
(1)
Papers
GeoLoRA: Geometric integration for parameter efficient fine-tuning
ICLR 2025
Geometry-aware training of factorized layers in tensor Tucker format
NIPS 2024
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
NIPS 2022
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation
ICML 2022