👋 Influenciae is a Tensorflow Toolbox for Influence Functions

Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

🏆 VAST Mini-Challenge 2 Award: Detailed Analysis of Patterns of Misclassification (Honorable Mention)

Occupancy models that account for misclassifications.

Goodness-of-fit tests for categorical response models

Sampling Strategies to Control Misclassification Bias in Longitudinal Udder Health Studies: Moved to codeberg.org/dhaine/misclass

Code for simulation studies in "An approximate quasi-likelihood approach for error-prone failure time outcomes and exposures", Boe et al. (2021) (https://doi.org/10.1002/sim.9108)

Outcome misclassification in a simulated randomized controlled trial

GeneErrorMis: R Package of Addressing Measurement Error and Misclassification in Bivariate Response Models

Selection and Misclassification Biases in Longitudinal Studies

Coursework People Analytics - Misclassified Cases of a ML model

Machine Learning: Group Project

Plotting effect of bias, from Copeland et al., 1977 and Flegal et al., 1986 papers

Exploring which cat breeds are most frequently misclassified as dogs by CNN models.

Detect AI-generated images and photo edits offline using multi-dimensional analysis and error level detection in a Chrome extension.