Cosme Louart
3 papers · 2020–2024 · 3 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
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
NeurIPS 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