Curses and Blessings of High Dimension

Slides

• Gabriel Peyré (CNRS and ENS): Curses and Blessings of High Dimension.
• Julie Delon (Paris 5): The Curse of Dimensionality.
• Jalal Fadili (ENSICaen): Model Selection in High-dimension.

Resources

• The numerical Tours of Signal Processing (in Matlab, Python and Julia) contains sections dedicated to machine learning and imaging.
• David Donoho, High-Dimensional Data Analysis: The Curses and Blessings of Dimensionality, AMS Lectures, 2000.