Alexander Camuto
8 papers
· 2020–2022
· 4 conferences
· across top CS/AI conferences
Achievements
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Cross-Pollinator
(15)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
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Triple Crown
β‘
Prolific Year
(5)
Conferences
AISTATS (4)
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
variational autoencoder
(4)
adversarial robustness
(3)
stochastic gradient descent
(2)
gaussian noise injection
(2)
kl divergence
(1)
generalization error
(1)
generative model
(1)
probabilistic model
(1)
generalization bound
(1)
latent representation
(1)
dynamical system
(1)
implicit bia
(1)
lipschitz constant
(1)
fourier domain
(1)
robust training
(1)
heavy-tailed noise
(1)
calibrated classifier
(1)
feature disentangling
(1)
invariant measure
(1)
input perturbation
(1)
Papers
Variational Autoencoders: A Harmonic Perspective
AISTATS 2022
Certifiably Robust Variational Autoencoders
AISTATS 2022
Learning Bijective Feature Maps for Linear ICA
AISTATS 2021