Cosme Louart
3 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
random matrix theory
(2)
gaussian mixture model
(2)
feature extraction
(1)
hyperparameter optimization
(1)
time series forecasting
(1)
multi-task regression
(1)
multivariate time series
(1)
convolutional neural network
(1)
generative adversarial network
(1)
softmax classifier
(1)
statistical learning
(1)
large dimensional analysis
(1)
representation learning
(1)
Papers
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
NIPS 2024
The Unexpected Deterministic and Universal Behavior of Large Softmax Classifiers
AISTATS 2021
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures
ICML 2020