aleatoric-uncertainty
There are 12 repositories under aleatoric-uncertainty topic.
dkanungo/Probabilistic-ML-for-finance-and-investing
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
cambridge-mlg/CLUE
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
gaozhitong/MoSE-AUSeg
The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)
activatedgeek/understanding-bayesian-classification
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
BBVA/UMAL
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians
glhr/ood-labelnoise
"A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?" (CVPR 2024)
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
akhilpandey95/uncertainty
Work as part of ANL summer 2020 research on uncertainity quanitification methods in graph neural networks
gilzeevi25/MLops_G2JN
Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data
glam-imperial/informativeness
Code for the ICASSP'19 submission "Modelling Sample Informativeness for Deep Affective Computing".
ranieri-unimi/energy
Energy production forecasting ⚡ with PoC of Bayesian Neural Network 🎲
oelin/lossy-bayes
Experiments with lossy Bayesian inference.