The official code repo for HyperAgent algorithm published in ICML 2024.
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Updated
Jun 28, 2024 - Python
The official code repo for HyperAgent algorithm published in ICML 2024.
Contrastive Normalizing Flow: Robust Uncertainty Estimation Under Distributional Shifts
Python codes to implement the PFGE algorithm
PointNetVLAD-FiLM: Implicit ensemble implementation using FiLM-Ensemble
[NeurIPSW 2022] On the Ramifications of Human Label Uncertainty
Concepts - Search, Constraint Satisfaction & Uncertainity
Evaluate robustness of image processing algorithms
Opinionated pretty output of values and their errors rounded based on error.
Implementation of Monte Carlo Dropout for Bayesian Convolutional Neural Network, Investigating Uncertainty of DeepNeuralNetwork
Fine-tuned BERT model for multi-class uncertainty cues recognition.
Contains a method in Python to compute the uncertainty of an inventory (such as a pollutant inventory or a greenhouse gas inventory), based on input uncertainty for specific sub-categories of this inventory.
Code and experiments for the preprint: "Bayesian Neural Network Versus Ex-Post Calibration For Capturing Prediction Uncertainty".
Gamma-Ray Event Reconstruction with Uncertainty Models
Accompanying repository for the paper "Probabilistic Calibration by Design for Neural Network Regression" (AISTATS 2024).
Surrogate Modelling package for OpenTURNS
Scripts for my master thesis "Orienting in an Uncertain World"
Assess the likelihood that a person will have a particular genetic trait
Introduction to Units, Physical Constants and Uncertainties
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