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GitHub topics: aleatoric-uncertainty

dkanungo/Probabilistic-ML-for-finance-and-investing

Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 95 - Forks: 41

glhr/ood-labelnoise

"A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?" (CVPR 2024)

Language: Jupyter Notebook - Size: 29 MB - Last synced at: 30 days ago - Pushed at: 7 months ago - Stars: 9 - Forks: 0

cambridge-mlg/CLUE

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

Language: Python - Size: 617 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 4

activatedgeek/understanding-bayesian-classification

On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification

Language: Jupyter Notebook - Size: 22.6 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 21 - Forks: 1

akhilpandey95/uncertainty

Work as part of ANL summer 2020 research on uncertainity quanitification methods in graph neural networks

Language: Python - Size: 9.8 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

hooman007/ProtoASNet

Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference

Language: Python - Size: 71.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

BBVA/UMAL

Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians

Language: Jupyter Notebook - Size: 935 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 5

gaozhitong/MoSE-AUSeg

The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)

Language: Python - Size: 939 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

oelin/lossy-bayes

Experiments with lossy Bayesian inference.

Language: Python - Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gilzeevi25/MLops_G2JN

Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data

Language: Python - Size: 7.08 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

glam-imperial/informativeness

Code for the ICASSP'19 submission "Modelling Sample Informativeness for Deep Affective Computing".

Language: Python - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0