Stéphane d'Ascoli
7 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(17)
🧭
Keyword Pioneer
❓
The Questioner
Conferences
NIPS (5)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
neural network
(2)
double descent
(1)
function approximation
(1)
geometric analysis
(1)
neural network optimization
(1)
loss landscape
(1)
generalization error
(1)
logistic loss
(1)
convolutional neural network
(1)
symbolic regression
(1)
statistical physics
(1)
translation invariance
(1)
classification problem
(1)
data structure
(1)
mathematical expression
(1)
genetic programming
(1)
interpolation threshold
(1)
syntactic relation
(1)
over-parameterized regime
(1)
quadratic loss
(1)
Papers
A Polar coordinate system represents syntax in large language models
NIPS 2024
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024
Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders
ECCV 2024
End-to-end Symbolic Regression with Transformers
NIPS 2022
On the interplay between data structure and loss function in classification problems
NIPS 2021
Triple descent and the two kinds of overfitting: where & why do they appear?
NIPS 2020
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
NIPS 2019