spurious-correlation

Here are 4 public repositories matching this topic...

Wuyxin / DISC

(ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation

pytorch data-augmentation generalization interpretability-and-explainability stable-diffusion icml-2023 spurious-correlation

Updated Nov 17, 2025
Python

jonanata / mars-oil-timeseries-go

Star

A Go-based data exploration engine analyzing the spurious correlation between Martian surface temperatures and global oil prices.

golang correlation time-series mars data-analysis json-processing spurious-correlation

Updated Apr 19, 2026
Go

Tyler-Simas / Rolling-Window-Normalization

Star

Companion code for a paper showing a statistically significant GPT-2 perplexity-S&P 500 correlation is spurious -- and how rolling-window normalization eliminates this correlation with no retraining.

nlp finance statistics research time-series reproducible-research normalization perplexity gpt-2 spurious-correlation

Updated Jul 2, 2026
Python

adilrasheed139 / Fairness-Auditing-and-Mitigation-in-Dermoscopic-AI-From-Data-Equity-to-Spurious-Localization-Bias

Star

Fairness Auditing in Dermoscopic AI: Quantified a 55% FNR disparity based on Anatomical Localization (Spurious Bias Audit). Focus on Disentangled Representation learning for Equitable AI.

computer-vision deep-learning deep-learning-framework medical-image-analysis bias-detection algorithmic-fairness efficientnet ham10000 efficientnetb0 trustworthy-ai spurious-correlation dermatology-ai fairness-in-ai disentangled-representation-learning

Updated Dec 17, 2025
Jupyter Notebook

Add this topic to your repo

To associate your repository with the spurious-correlation topic, visit your repo's landing page and select "manage topics."

Learn more