--- title: "#bias-detection articles | Hashnode" description: "Explore 6 articles tagged #bias-detection on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/bias-detection" --- Tag # #bias-detection 6 posts · 0 followers [Vishal Uttam Mane](https://hashnode.com/@vishal-uttam-mane) · [Apr 28](https://hashnode.com/posts/ethical-ai-bias-detection-and-mitigation-techniques-in-modern-systems/69f0306c330a1ad7f75dc26c) ### [Ethical AI: Bias Detection and Mitigation Techniques in Modern Systems](https://vishal-uttam-mane-ethical-ai.hashnode.dev/ethical-ai-bias-detection-and-mitigation-techniques-in-modern-systems?utm_source=hashnode&utm_medium=feed) Discover how ethical AI ensures fairness through advanced bias detection and mitigation techniques in modern machine learning systems. 3 min read · [vishal-uttam-mane-ethical-ai.hashnode.dev](https://vishal-uttam-mane-ethical-ai.hashnode.dev/ethical-ai-bias-detection-and-mitigation-techniques-in-modern-systems?utm_source=hashnode&utm_medium=feed) [Vishal Uttam Mane](https://hashnode.com/@vishal-uttam-mane) · [Mar 28](https://hashnode.com/posts/responsible-ai-bias-detection-and-mitigation-techniques/69c766847cf2706510b3a59f) ### [Responsible AI: Bias Detection and Mitigation Techniques](https://vishal-uttam-mane-res-ai.hashnode.dev/responsible-ai-bias-detection-and-mitigation-techniques?utm_source=hashnode&utm_medium=feed) Learn how to build fair and trustworthy AI systems by detecting and mitigating bias using proven techniques, real-world strategies, and practical fram 5 min read · [vishal-uttam-mane-res-ai.hashnode.dev](https://vishal-uttam-mane-res-ai.hashnode.dev/responsible-ai-bias-detection-and-mitigation-techniques?utm_source=hashnode&utm_medium=feed) [Vishal Uttam Mane](https://hashnode.com/@vishal-uttam-mane) · [Mar 28](https://hashnode.com/posts/responsible-ai-bias-detection-and-mitigation-techniques/69c763bc7cf2706510b0d743) ### [Responsible AI: Bias Detection and Mitigation Techniques](https://vishal-uttam-man-memory-mgmnt.hashnode.dev/responsible-ai-bias-detection-and-mitigation-techniques?utm_source=hashnode&utm_medium=feed) Learn how to build fair and trustworthy AI systems by detecting and mitigating bias using proven techniques, real-world strategies, and practical fram 5 min read · [vishal-uttam-man-memory-mgmnt.hashnode.dev](https://vishal-uttam-man-memory-mgmnt.hashnode.dev/responsible-ai-bias-detection-and-mitigation-techniques?utm_source=hashnode&utm_medium=feed) [Gabi Dobocan](https://hashnode.com/@gabidobo) · [Nov 24, 2024](https://hashnode.com/posts/unveiling-discern-a-new-frontier-for-bias-detection-in-text-classifiers/6743a135795481057851256f) ### [Unveiling DISCERN: A New Frontier for Bias Detection in Text Classifiers](https://blog.telepat.io/unveiling-discern-a-new-frontier-for-bias-detection-in-text-classifiers?utm_source=hashnode&utm_medium=feed) Exploring DISCERN: Overview and Main Claims DISCERN is a breakthrough framework that identifies and remedies systematic biases in text classifiers. It accomplishes this by generating natural language descriptions of errors, translating complex patter... 4 min read · [blog.telepat.io](https://blog.telepat.io/unveiling-discern-a-new-frontier-for-bias-detection-in-text-classifiers?utm_source=hashnode&utm_medium=feed) [DataChef](https://hashnode.com/@DataChefHQ) · [Feb 7, 2022](https://hashnode.com/posts/measuring-pre-training-bias-of-datasets-using-sagemaker-clarify/659e9f880eed07cff28a30c5) ### [Assessing Pre-training Bias with AWS SageMaker Clarify](https://blog.datachef.co/measuring-pre-training-bias-of-datasets-using-sagemaker-clarify?utm_source=hashnode&utm_medium=feed) Introduction In the previous article, we discussed why explaining machine learning (ML) models is as important as their performance and how it benefits all the stakeholders. Now, we are going to see what explainability and fairness of ML models requi... 16 min read · [blog.datachef.co](https://blog.datachef.co/measuring-pre-training-bias-of-datasets-using-sagemaker-clarify?utm_source=hashnode&utm_medium=feed)