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Nonlinear dimensionality reduction for faster kernel methods in machine learning.
Presenter
- Christopher Musco
February 12, 2018
IAS
Provable Convergence rate for Asynchronous methods via Randomized Gauss-Seidel
Presenter
- Daniel Szyld
May 5, 2026
ICERM
Acceleration and Adaptive Selection in Asynchronous Iterative Solvers
Presenter
- Evan Coleman
May 5, 2026
ICERM
Two-Level Sketching Alternating Anderson acceleration for Complex Physics Applications
Presenter
- Massimiliano Lupo Pasini
May 8, 2026
ICERM
Fault-Tolerant, Distributed In-Memory Computing for Large-Scale Linear Algebra and Optimization: An Algorithm–Hardware Co-Design Approach
Presenter
- Paritosh Ramanan
May 4, 2026
ICERM
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
Efficient inverse problem solvers via randomized Krylov methods
Presenter
- Silvia Gazzola
March 2, 2026
ICERM
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