18th Copper Mountain Conference On

Iterative Methods

Sunday April 14 - Friday April 19, 2024

Program (all times MDT)   [Static program link]

Featured Tutorial:
Tutorial on Machine Learning
Edmond Chow, Georgia Tech
2pm -- 5pm, Sunday April 14, 2024
[details]

This is a tutorial on machine learning for iterative methods researchers. The tutorial assumes little prior background in machine learning, but will be broad and move quickly. It will focus on key ideas in machine learning and mention the use of iterative methods when they arise (usually in optimization). It will also hint at PDEs and inverse problems. The first half of the tutorial will cover basic ideas including regularization, Bayesian inference, MCMC, Gaussian processes, and kernel methods. The second half of the tutorial will cover stochastic gradient descent, automatic differentiation, expectation maximization, variational inference, and online learning.

Schedule at a glance:
schedule
Copper Mountain

Conference Deadlines

Organized by

Front Range Scientific Computations, Inc.

Co-Organized by

The University of Colorado, Sandia National Laboratories, and University of Illinois Urbana-Champaign.

In cooperation with

SIAM
contact: Luke Olson
SIAM

Sponsored by

Copper Mountain Links

  • Shuttle information: Use code "FRSCI" for a 10% discount at Summit Express