Matthew J. Holland

• collapse: a study of criterion collapse in machine learning 

  Matthew J. Holland

  Feb, 2024 Software
• bdd-flood: links between bi-directional dispersion and flooding 

  Matthew J. Holland

  Oct, 2023 Software
• bdd-mv: mean-variance minimization using bi-directional dispersion functions 

  Matthew J. Holland

  Jan, 2023 Software
• offgen: a visual "explainer" for off-sample generalization metrics 

  Matthew J. Holland

  Jul, 2022 Software
• bdd: bidirectional dispersion and risk function design 

  Matthew J. Holland

  Mar, 2022 Software
• anytime: robust learning anytime 

  Matthew J. Holland

  May, 2021 Software
• spectral: learning based on spectral risks 

  May, 2021 Software
• mrisk: learning with risks based on M-location 

  Matthew J. Holland

  Apr, 2021 Software
• sgd-roboost: robust confidence boosting of SGD sub-processes 

  Matthew J. Holland

  Dec, 2020 Software
• 1dim (Python): estimators using smoothed random perturbations 

  Matthew J. Holland

  Jun, 2019 Software
• rgd (Python): Robust gradient descent examples 

  Matthew J. Holland

  May, 2019 Software
• catcube (Python): for new margin-based learning algorithms 

  Matthew J. Holland

  Apr, 2019 Software
• dosha-mesh (Python): Processing JMA landslide risk data 

  Matthew J. Holland

  Aug, 2018 Software