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    15 repositories

    • MuVI

      Public
      A multi-view latent variable model with domain-informed structured sparsity for integrating noisy feature sets.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •2•31•0•0•Updated Apr 19, 2025Apr 19, 2025

    • guide_files

      Public
      Files for the MLO lab guides
      Shell
      •0•0•0•0•Updated Apr 2, 2025Apr 2, 2025

    • mlo-lab.github.io

      Public
      The official webpage for MLO lab.
      HTML
      •
      MIT License
      •0•1•0•0•Updated Mar 27, 2025Mar 27, 2025

    • MOMO-GP

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Mar 14, 2025Mar 14, 2025

    • online-FCL

      Public
      Repository of the paper 'Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond", Giuseppe Serra and Florian Buettner, ICLR 2025
      Python
      •0•1•0•0•Updated Feb 28, 2025Feb 28, 2025

    • uncertainty_estimates_for_CF

      Public
      Repository of the paper 'How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning", Giuseppe Serra, Ben Werner and Florian Buettner, TMLR 2025
      Python
      •0•1•0•0•Updated Feb 13, 2025Feb 13, 2025

    • joanapy

      Public
      Joint continuous multi-level Ontology enrichment ANAlysis.
      Python
      •
      MIT License
      •0•0•0•0•Updated Jan 8, 2025Jan 8, 2025

    • Disentangling_Mean_Embeddings

      Public
      Codebase for "Disentangling Mean Embeddings for Better Diagnostics of Image Generators", published at IAI Workshop @ NeurIPS 2024.
      machine-learningdeep-learningimage-generationkernelsexplainable-ai
      Jupyter Notebook
      •0•1•0•0•Updated Dec 28, 2024Dec 28, 2024

    • BoneSPDM

      Public
      A pipeline for analyzing bone sample data using cell coordinates and .ims images, performing spatial transformations, Kernel Density Estimation (KDE), and hierarchical clustering for enhanced spatial insights.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 27, 2024Dec 27, 2024

    • better_uncertainty_calibration

      Public
      The official source code to: Better Uncertainty Calibration via Proper Scores for Classification and Beyond (NeurIPS'22)
      calibrationuncertainty-quantificationcalibration-errorpytorch
      Jupyter Notebook
      •1•10•0•0•Updated Dec 12, 2024Dec 12, 2024

    • Py_KCE

      Public
      BA Project Moritz Schwerdt, Interpretation of SKCE
      Jupyter Notebook
      •0•1•0•0•Updated Oct 30, 2024Oct 30, 2024

    • BVCD_generative_models

      Public
      Codebase for "A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models", published at ICML 2024.
      machine-learningdeep-learningkernelslearning-theorygenerative-models
      Jupyter Notebook
      •0•3•0•0•Updated Aug 14, 2024Aug 14, 2024

    • music

      Public
      MIT License
      •0•0•0•0•Updated Aug 5, 2024Aug 5, 2024

    • SuMo

      Public
      Benchmarking Survival Analysis Approaches for Multi-Modal Data
      Python
      •1•0•0•0•Updated Jul 24, 2024Jul 24, 2024

    • Uncertainty_Estimates_via_BVD

      Public
      The official source code to: Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition (AISTATS'23)
      pytorchuncertainty-estimationbias-variancebregman-divergencebregman-information
      Jupyter Notebook
      •
      MIT License
      •0•10•1•0•Updated Apr 21, 2023Apr 21, 2023