Fabian Latorre
9 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
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Interdisciplinary Bridge
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Cross-Pollinator
(11)
π₯
Unstoppable
(6)
Conferences
ICLR (4)
NIPS (3)
ICML (2)
Top co-authors
Keywords
stochastic optimization
(1)
adversarial robustness
(1)
neural network training
(1)
nonconvex optimization
(1)
non-convex optimization
(1)
convex optimization
(1)
compressive sensing
(1)
sample complexity
(1)
neural network optimization
(1)
intrinsic dimension
(1)
rademacher complexity
(1)
nuclear norm
(1)
generalization bound
(1)
proximal operator
(1)
alternating direction method of multiplier
(1)
lipschitz constant
(1)
generative adversarial network
(1)
path norm
(1)
neural network
(1)
quadratic classifier
(1)
Papers
Improving SAM Requires Rethinking its Optimization Formulation
ICML 2024
Adversarial Training Should Be Cast as a Non-Zero-Sum Game
ICLR 2024
Finding Actual Descent Directions for Adversarial Training
ICLR 2023
Controlling the Complexity and Lipschitz Constant improves Polynomial Nets
ICLR 2022
The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers
NIPS 2021
Lipschitz constant estimation of Neural Networks via sparse polynomial optimization
ICLR 2020
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks
ICML 2020
Fast and Provable ADMM for Learning with Generative Priors
NIPS 2019
An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints
NIPS 2019