MLO Lab

All

12 repositories

Disentangling_Mean_Embeddings
Public
Codebase for "Disentangling Mean Embeddings for Better Diagnostics of Image Generators", published at IAI Workshop @ NeurIPS 2024.
machine-learning deep-learning image-generation kernels explainable-ai
0•0•0•0•Updated Nov 25, 2024Nov 25, 2024
MuVI
Public
A multi-view latent variable model with domain-informed structured sparsity for integrating noisy feature sets.
Python
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BSD 3-Clause "New" or "Revised" License
•2•28•1•0•Updated Nov 22, 2024Nov 22, 2024
Py_KCE
Public
BA Project Moritz Schwerdt, Interpretation of SKCE
Jupyter Notebook
•0•1•0•0•Updated Oct 30, 2024Oct 30, 2024
mlo-lab.github.io
Public
The official webpage for MLO lab.
HTML
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MIT License
•0•1•0•0•Updated Oct 4, 2024Oct 4, 2024
joanapy
Public
Joint continuous multi-level Ontology enrichment ANAlysis.
Python
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MIT License
•0•0•0•0•Updated Sep 25, 2024Sep 25, 2024
JOANA
Public
Python
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MIT License
•0•0•0•0•Updated Sep 13, 2024Sep 13, 2024
BVCD_generative_models
Public
Codebase for "A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models", published at ICML 2024.
machine-learning deep-learning kernels learning-theory generative-models
Jupyter Notebook
•0•2•0•0•Updated Aug 14, 2024Aug 14, 2024
music
Public
MIT License
•0•0•0•0•Updated Aug 5, 2024Aug 5, 2024
MOMO-GP
Public
Jupyter Notebook
•0•0•0•0•Updated Jul 25, 2024Jul 25, 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)
pytorch uncertainty-estimation bias-variance bregman-divergence bregman-information
Jupyter Notebook
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MIT License
•0•10•1•0•Updated Apr 21, 2023Apr 21, 2023
better_uncertainty_calibration
Public
The official source code to: Better Uncertainty Calibration via Proper Scores for Classification and Beyond (NeurIPS'22)
calibration uncertainty-quantification calibration-error pytorch
Jupyter Notebook
•0•9•0•0•Updated Jan 16, 2023Jan 16, 2023