Aladin Virmaux
6 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Conference Polyglot (3) π Academic Marathon (6) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(8)
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Interdisciplinary Bridge
π₯
Unstoppable
(5)
Conferences
ICML (4)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(2)
adversarial robustness
(1)
self-attention mechanism
(1)
spectral clustering
(1)
graph classification
(1)
hyperparameter optimization
(1)
neural network optimization
(1)
automatic differentiation
(1)
low density separation
(1)
gradient descent
(1)
high-dimensional analysis
(1)
lipschitz continuity
(1)
random matrix theory
(1)
support vector machine
(1)
graph transformer
(1)
node classification
(1)
lipschitz constant
(1)
graph attention network
(1)
message passing neural network
(1)
universal approximator
(1)
Papers
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
ICML 2024
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption
ICML 2023
Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm
ICML 2022
Lipschitz normalization for self-attention layers with application to graph neural networks
ICML 2021
Coloring Graph Neural Networks for Node Disambiguation
IJCAI 2020
Lipschitz regularity of deep neural networks: analysis and efficient estimation
NIPS 2018