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Nonlinear dimensionality reduction for faster kernel methods in machine learning.
Presenter
- Christopher Musco
February 12, 2018
IAS
Scalable approximations for A- and D-optimal OED in data assimilation problems
Presenter
- Tan Bui-Thanh
September 8, 2017
IMA
Randomized Multiscale Methods for Heterogeneous Nonlinear Partial Differential Equations
Presenter
- Kathrin Smetana
February 4, 2025
IMSI
A randomized Greedy algorithm with certification over the entire parameter set.
Presenter
- Charles Beall
November 14, 2025
IMSI
A Method for Computing Inverse Parametric PDE Problems with Randomized Neural Networks
Presenter
- Suchuan Dong
June 9, 2023
ICERM
Low Rank Tucker Approximation of a Tensor from Streaming Data
Presenter
- Madeleine Udell
May 6, 2021
IPAM
Optimal control of systems governed by PDEs with random parameter fields using quadratic approximations
Presenter
- Omar Ghattas
March 14, 2016
IMA
Randomized Adaptive Topology Validation for Nodal Domains
Presenter
- Thomas Wanner
February 11, 2014
IMA
Joel Tropp - Scalable semidefinite programming - IPAM at UCLA
Presenter
- Joel Tropp
May 21, 2025
IPAM
Hariharan Narayanan - On the randomized Horn problem and the surface tension of hives - IPAM at UCLA
Presenter
- Hariharan Narayanan
February 26, 2025
IPAM