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    20 repositories

    • mlo-lab.github.io

      Public
      The official webpage for MLO lab.
      HTML
      •
      MIT License
      •0•1•0•0•Updated Feb 26, 2026Feb 26, 2026

    • ModelAuditor

      Public
      AI-powered model auditing agent with multi-agent debate for robust evaluation of machine learning models.
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 20, 2026Feb 20, 2026

    • 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•33•0•1•Updated Feb 10, 2026Feb 10, 2026

    • MANTRA

      Public
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Feb 6, 2026Feb 6, 2026

    • joanapy

      Public
      Joint continuous multi-level Ontology enrichment ANAlysis.
      Python
      •
      MIT License
      •0•0•0•0•Updated Jan 27, 2026Jan 27, 2026

    • spectral_uncertainty_decomposition

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Nov 12, 2025Nov 12, 2025

    • leukemia-morphology-analysis

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Sep 24, 2025Sep 24, 2025

    • BoneSPDM

      Public
      A pipeline for analyzing bone sample data using cell coordinates and .ims images, performing spatial transformations, Kernel Density Estimation (KDE), and hiera…
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Aug 6, 2025Aug 6, 2025

    • openflaas

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Aug 1, 2025Aug 1, 2025

    • ModelAuditorCore

      Public
      A library for auditing ML models under distribution shifts
      Python
      •0•0•0•0•Updated Jun 27, 2025Jun 27, 2025

    • MOMO-GP

      Public
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Jun 11, 2025Jun 11, 2025

    • BoneAgeEstimation

      Public
      This project estimates bone age based on spatial features extracted from multiplex images, aiming to relate the spatial remodeling introduced by treatment with …
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated May 12, 2025May 12, 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 …
      Python
      •0•8•2•0•Updated May 5, 2025May 5, 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, Be…
      Python
      •0•2•0•0•Updated May 5, 2025May 5, 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

    • better_uncertainty_calibration

      Public
      The official source code to: Better Uncertainty Calibration via Proper Scores for Classification and Beyond (NeurIPS'22)
      pytorchcalibrationuncertainty-quantificationcalibration-error
      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

    • 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•11•1•0•Updated Apr 21, 2023Apr 21, 2023