Stéphane D’Ascoli
4 papers · 2020–2022 · 1 venue · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Keywords
image classification
(1)
double descent
(1)
vision transformer
(1)
function approximation
(1)
deep learning theory
(1)
neural network optimization
(1)
sequence prediction
(1)
symbolic regression
(1)
gradient alignment
(1)
bias-variance decomposition
(1)
random features regression
(1)
interpolation threshold
(1)
lazy learning regime
(1)
feedback alignment
(1)
recurrence relation
(1)
gated self-attention
(1)
convolutional inductive bia
(1)
positional self-attention
(1)
Papers
Deep symbolic regression for recurrence prediction
ICML 2022
Align, then memorise: the dynamics of learning with feedback alignment
ICML 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases
ICML 2021
Double Trouble in Double Descent: Bias and Variance(s) in the Lazy Regime
ICML 2020