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• The robustness in deep learning

  Fragility of learning models to simple changes

  6 min read   ·   February 05, 2025

  2025   ·   supervised   learning,   group   theory,   harmonic   analysis   ·   learning

• Learning without supervision

  Unsupervised periodic source extraction

  4 min read   ·   May 01, 2024

  2024   ·   unsupervised   learning,   periodicity   ·   learning

• Temporal data and waves

  Temporal data augmentation for contrastive learning

  7 min read   ·   October 20, 2023

  2023   ·   self-supervised,   unsupervised   learning   ·   learning