Innovative Machine Learning Infrastructure: Gautham Ram Rajendiran Implements Time-Saving Deployment Strategies and Scalable Training Solutions ...

While machine learning models (ML) can be very powerful, they are known to be brittle when presented with data outside their training distribution.

The goal of this research is to detect machine learning model uncertainty and mitigate its effects on the quality of model ...

R1 is a “reasoning” model—the most cutting-edge type of large language model (LLM)—and it performs about as well as the best-in-class Western models but for a fraction of the training cost.