zackchase / label_shiftLinks
A simple algorithm to identify and correct for label shift. 
☆22Updated 7 years ago
Alternatives and similar repositories for label_shift
Users that are interested in label_shift are comparing it to the libraries listed below
Sorting:
- ☆32Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- An Empirical Study of Invariant Risk Minimization☆27Updated 5 years ago
- ☆26Updated 5 years ago
- Label shift experiments☆17Updated 4 years ago
- ☆37Updated 2 years ago
- Active and Sample-Efficient Model Evaluation☆25Updated 5 months ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆41Updated 2 years ago
- ☆20Updated 5 years ago
- ☆38Updated 4 years ago
- ☆65Updated last year
- ☆38Updated 4 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Updated 3 years ago
- An uncertainty-based random sampling algorithm for data augmentation☆30Updated 5 years ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆28Updated 4 years ago
- ☆31Updated 4 years ago
- Algorithms for abstention, calibration and domain adaptation to label shift.☆37Updated 4 years ago
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11Updated 6 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- ☆12Updated 6 years ago
- Implementation of the paper "Understanding anomaly detection with deep invertible networks through hierarchies of distributions and featu…☆42Updated 4 years ago
- ☆42Updated 5 years ago
- This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"☆50Updated 4 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- ☆46Updated 2 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Updated 2 years ago
- Code accompanying paper: Meta-Learning to Improve Pre-Training☆37Updated 3 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆54Updated 3 years ago
- ☆63Updated 5 years ago