Stéphane d'Ascoli
7 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Architectures
(3)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Understanding
(1)
Keywords
neural network
(2)
symbolic regression
(2)
function approximation
(1)
geometric analysis
(1)
trajectory prediction
(1)
neural network optimization
(1)
loss landscape
(1)
generalization error
(1)
logistic loss
(1)
dynamical system
(1)
convolutional neural network
(1)
ordinary differential equation
(1)
statistical physics
(1)
translation invariance
(1)
classification problem
(1)
data structure
(1)
mathematical expression
(1)
genetic programming
(1)
interpolation threshold
(1)
fully-connected network
(1)
Papers
A Polar coordinate system represents syntax in large language models
NeurIPS 2024
Elucidating the Hierarchical Nature of Behavior with Masked Autoencoders
ECCV 2024
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024
End-to-end Symbolic Regression with Transformers
NeurIPS 2022
On the interplay between data structure and loss function in classification problems
NeurIPS 2021
Triple descent and the two kinds of overfitting: where & why do they appear?
NeurIPS 2020
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
NeurIPS 2019