WebCynthia Rudin is a professor of computer science, electrical and computer engineering, statistical science, and biostatistics & bioinformatics at Duke University, and directs the … WebCynthia Rudin is a professor of computer science, electrical and computer engineering, statistical science, and biostatistics & bioinformatics at Duke University, and directs the …

The Big Data Newsvendor: Practical Insights from Machine Learning …

Cynthia Diane Rudin (born 1976) is an American computer scientist and statistician specializing in machine learning and known for her work in interpretable machine learning. She is the director of the Interpretable Machine Learning Lab at Duke University, where she is a professor of computer science, electrical and computer engineering, statistical science, and biostatistics and … WebMay 13, 2024 · Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead Cynthia Rudin Nature Machine Intelligence 1 , 206–215 ( 2024) Cite this... sideways processing

Stop explaining black box machine learning models for high …

WebIntuition for the Algorithms of Machine Learning. A Multimedia Textbook by Cynthia Rudin. YouTubeVideos for all lectures are available at this playlist . Chapter 1.1. Concepts of Learning Notes, Ockham's Razor Basics Slides. Chapter 1.2. ROC Curves Slides, Part I, ROC Curves Slides, Part II, ROC Curves Notes, ROC Curves Exploratory Data Analysis. WebR for machine learning (PDF) (Courtesy of Allison Chang. Used with permission.) 3 Fundamentals of learning (PDF) 4 Inference (PDF) 5 Clustering (PDF) 6 ... Prof. Cynthia Rudin; Departments Sloan School of Management; As Taught In Spring 2012 Level Graduate. Topics Engineering. Computer Science. Algorithms and Data Structures ... WebCynthia Rudin's 224 research works with 9,867 citations and 20,323 reads, including: Matched Machine Learning: A Generalized Framework for Treatment Effect Inference With Learned Metrics sideways properties llc