This article discusses the transformative impact of artificial intelligence (AI) in ophthalmology, particularly in the areas of automated diagnosis, early detection of ocular diseases,…
Browsing: Fairness
The integration of quantum mechanics into practical applications offers unparalleled capabilities in encryption, sensing, computing, and communication, fundamentally reshaping how we safeguard nations, enforce…
This article discusses the importance of responsible machine learning datasets in ensuring the integrity and trustworthiness of AI algorithms. Through an audit of computer…
Neural network software is experiencing rapid growth due to the increasing demand for autonomous vehicles and Advanced Driver Assistance Systems. These systems rely on…
H2O.ai has appointed Agus Sudjianto as Senior Vice President, Risk and Technology for Enterprise. Agus brings over two decades of experience in the financial…
AI is rapidly advancing and raising ethical concerns about data collection and use. Guidelines for responsible data use include transparency, data minimization, fairness, and…
Haewon Jeong, an assistant professor at UC Santa Barbara, discovered the lack of research on fairness in imputation, a process used to substitute missing…
Chatbots are becoming increasingly popular and will handle a majority of customer interactions in the near future. However, there are concerns about their transparency…
The use of machine learning models in healthcare poses challenges in terms of generalization and fairness, particularly in the case of breast cancer where…
A new perspective article advocates for the integration of socioecological equity into environmental data science and machine learning to address issues of bias and…