Tag: Fairness

Discover the potential of machine learning in creating fairer credit decisions for consumers and small businesses. Explore FinRegLab's research papers now!

Discover the challenges of implementing machine learning in criminal justice systems with this doctoral thesis from the University of Sussex. Learn how addressing bias can lead to a more equitable system.

The use of machine learning in financial institutions carries significant risks thanks to biases embedded in the data and algorithms. We explore the issues and solutions.

Discover how using generative AI for training can lead to model collapse and irreversible defects, and why preserving human-generated data is crucial. Researchers offer strategies to mitigate the risks, urging the AI community to prioritize responsible use and collaboration for a more inclusive future.

Discover the impact of large language models, like ChatGPT, on healthcare. This AI technology creates conversational language using deep learning algorithms. Learn about the potential benefits and pitfalls faced by the healthcare industry, including interoperability, competition, fairness, and more. Gain insights on how governments should support telemedicine and AI-enabled healthcare delivery methods, maintain market competition, and adopt value-based payment models that incentivize the providers to optimize services while keeping patient needs at the forefront.