Thursday, September 26, 2013

Videos: Big Data Boot Camp Day 1, Simons Institute, Berkeley

Here are the videos of Day 1 of the Big Data Boot Camp at the Simons Institute. at the beginning of September:

Tuesday, September 3rd, 20138:30 am – 8:50 am

9:00 am – 10:30 am
Big Data: The Computation/Statistics Interface, Slides
Michael Jordan, UC Berkeley

11:00 am – 12:30 pm
Algorithmic High-Dimensional Geometry I, slides
Alex Andoni, Microsoft Research

2:00 pm – 5:30 pm
User-Friendly Tools for Random Matrices I (slides)
Joel Tropp, California Institute of Technology

  1. J. A. Tropp, "User-Friendly Tools for Random Matrices: An Introduction", 2012. 
  2. J. A. Tropp, "User-Friendly Tail Bounds for Sums of Random Matrices", FOCM 2012. 
  3. L. Mackey et al., "Matrix concentration inequalities via the method of exchangeable pairs," 2012. 

No comments: