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  1. QuickSelection QuickSelection Public

    [Machine Learning Journal (ECML-PKDD 2022 journal track)] Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders

    Python 17 4

  2. NeuroFS NeuroFS Public

    [TMLR] Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks

    Python 7 2

  3. CTRE CTRE Public

    [Machine Learning Journal (ECML-PKDD 2022 journal track)] A Brain-inspired Algorithm for Training Highly Sparse Neural Networks

    Python 4 1

  4. PALS PALS Public

    [ECML-PKDD 2024] Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers

    Python 2

  5. Neuron-Attribution Neuron-Attribution Public

    [ECAI 2024] Unveiling the Power of Sparse Neural Networks for Feature Selection

    Python 1 1

  6. ALACPD ALACPD Public

    Change-point detection using neural networks

    Python 17 4