Mixture-of-Experts (MoE) models are revolutionizing the way we scale AI. By activating only a subset of a model’s components ...

Board meetings across the country feature some variation of "We need an AI strategy" without first asking "What specific ...

Here a machine learning algorithm will be trained to predict a liver disease in patients using a data-set collected from North East of Andhra Pradesh, India. Using machine learning models to predict ...

To address these issues, this paper proposes an improved F-RRT* algorithm based on the Generalized Voronoi Diagram (GVD), called GVDF-RRT*. First, a sparse sampling strategy based on GVD is proposed, ...

Participants will learn how to apply various machine learning algorithms to solve real-world problems. 09:00 - 10:30: Decision Trees and Random Forests 10:45 - 12:15: Support Vector Machines 13:30 - ...

This course gives a basic introduction to machine learning (ML ... on e.g., artificial neural networks (deep learning), as well as unsupervised learning (clustering), regression, optimization ...