Invited Talk
August 14-16, 2019: USC Summer School on Uncertainty Quantification
Tensor decompositions and their UQ applicationsUniversity of Southern CaliforniaLos Angles, CA
Conference
July 28 – August 1, 2019: US National Congress on Computational Mechanics
Unifying Multifidelity Sampling Approaches as Approximate Control Variates Austin, TX, USA
Conference
June 24-26, 2019: 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019)
New Approaches to Learn Low-rank Models of Dynamical Systems From Streaming Data. Crete, Greece
Invited Talk
June 20, 2019: LIMSI-CNRS
Compression Algorithms for enabling high-dimensional motion planning Orsay, France
Invited Talk
May 23, 2019: Sandia National Laboratories
Compression Algorithms for enabling high-dimensional motion planning Albuquerque, NM
Blog Post
Regression of low-rank functions from scattered data
In this post I provide some quick code snippets demonstrating how to use my C3 library to perform low-rank regression of scattered data. The approach is based on our recently accepted paper: In that paper, we demonstrate that this approach is valid on a wide number of data sets and compare Read more…
Workshop
June 4-6 USC Workshop on Research Challenges and Opportunities at the interface of Machine Learning and Uncertainty Quantification
Regression in low-rank functional formats University of Southern California, Los Angles, CA http://hyperion.usc.edu/UQ-SciML-2018/
Conference
June 11-15, 2018: 6th European Conference on Computational Mechanics
I will be giving a talk in Glasgow, Scotland in June. The conference details can be found here.
Conference
July 22-27, 2018: 13th World Congress in Computational Mechanics
I will be giving a talk entitled Multifidelity model management using latent variable Bayesian networks at WCCM in New York, NY. The conference details are here.