Elisa Riccietti
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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The Questioner
Venues
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Research topics
Keywords
relu network
(2)
self-supervised learning
(1)
maximum mean discrepancy
(1)
optimization theory
(1)
generalization bound
(1)
relu activation
(1)
sparse neural network
(1)
skip connection
(1)
real algebraic geometry
(1)
global optimum
(1)
lipschitz bound
(1)
path norm
(1)
operator norm
(1)
kernel methods
(1)
path metric
(1)
rotation-invariant kernel
(1)
neuron-wise rescaling
(1)
pruning criterion
(1)
representation learning
(1)
resnet-18
(1)
Papers
A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations
ICML 2025
A path-norm toolkit for modern networks: consequences, promises and challenges
ICLR 2024
Does a sparse ReLU network training problem always admit an optimum ?
NeurIPS 2023
Self-supervised learning with rotation-invariant kernels
ICLR 2023