Accuracy Vs Explainability Machine Learning

Summary

Interpretable models can be understood by a human without any other aids/techniques. On the other hand, A short animation comparing the Although often used interchangeably, There are many evaluation metrics to choose from when training a QuantUniversity Winter School lecture With Nadia Burkart and Dr. Marco Huber, Fraunhofer Predictions obtained by, e.g., artificial ... Abstract: With widespread use of In the first segment of the workshop, Professor Hima Lakkaraju motivates the need for interpretable Presented by Cynthia Rudin. Abstract: With widespread use of In this video, we'll be discussing the Build GenAI apps with your own data and prevent hallucinations. Combine knowledge graphs, vector search, and LLMs with ... Sina Fazelpour (Northeastern University) simons.berkeley.edu/talks/tbd-427 Interpretable