Aladin Virmaux

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Venues

CoRR

ICML

ICASSP

NeurIPS

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko
Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention. CoRR (2024)
Vasilii Feofanov, Malik Tiomoko, Aladin Virmaux
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption. CoRR (2023)
Vasilii Feofanov, Malik Tiomoko, Aladin Virmaux
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption. ICML (2023)
Malik Tiomoko, Ekkehard Schnoor, Mohamed El Amine Seddik, Igor Colin, Aladin Virmaux
Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm. ICML (2022)
George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis
Ego-Based Entropy Measures for Structural Representations on Graphs. ICASSP (2021)
Aladin Virmaux, Illyyne Saffar, Jianfeng Zhang, Balázs Kégl
Knothe-Rosenblatt transport for Unsupervised Domain Adaptation. CoRR (2021)
Avery Ma, Aladin Virmaux, Kevin Scaman, Juwei Lu
Improving Hierarchical Adversarial Robustness of Deep Neural Networks. CoRR (2021)
George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis
Ego-based Entropy Measures for Structural Representations on Graphs. CoRR (2021)
George Dasoulas, Kevin Scaman, Aladin Virmaux
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks. CoRR (2021)
George Dasoulas, Kevin Scaman, Aladin Virmaux
Lipschitz normalization for self-attention layers with application to graph neural networks. ICML (2021)
George Dasoulas, Giannis Nikolentzos, Kevin Scaman, Aladin Virmaux, Michalis Vazirgiannis
Ego-based Entropy Measures for Structural Representations. CoRR (2020)
George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux
Coloring Graph Neural Networks for Node Disambiguation. IJCAI (2020)
George Dasoulas, Ludovic Dos Santos, Kevin Scaman, Aladin Virmaux
Coloring graph neural networks for node disambiguation. CoRR (2019)
Kevin Scaman, Aladin Virmaux
Lipschitz regularity of deep neural networks: analysis and efficient estimation. CoRR (2018)
Aladin Virmaux, Kevin Scaman
Lipschitz regularity of deep neural networks: analysis and efficient estimation. NeurIPS (2018)

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Publication Activity (10 Years)

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Aladin Virmaux