Carlo Luschi
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(6)
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
dimensionality reduction
(1)
stochastic gradient descent
(1)
batch normalization
(1)
parallel optimization
(1)
random projection
(1)
quantum chemistry
(1)
foundation model
(1)
low precision training
(1)
density functional theory
(1)
layer normalization
(1)
instance normalization
(1)
neural network
(1)
group normalization
(1)
unit scaling
(1)
model numerics
(1)
subspace optimization
(1)
intelligence processing unit
(1)
molecular dataset generation
(1)
proxy normalization
(1)
Papers
u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
ICLR 2025
SparQ Attention: Bandwidth-Efficient LLM Inference
ICML 2024
Generating QM1B with PySCF$_{\text{IPU}}$
NIPS 2023
Unit Scaling: Out-of-the-Box Low-Precision Training
ICML 2023
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence
NIPS 2021
Improving Neural Network Training in Low Dimensional Random Bases
NIPS 2020