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Structured Matrix Approximations via Tensor Decompositions
Presenter
- Misha Kilmer
February 6, 2026
ICERM
The Polar Express: Optimal Matrix Sign Methods and Their Application to the Muon Algorithm
Presenter
- Robert Gower
February 6, 2026
ICERM
Everything is Vecchia: Unifying low-rank and sparse inverse approximations
Presenter
- Robert Webber
February 5, 2026
ICERM
An adaptive randomized pivoting strategy for low-rank approximation
Presenter
- Alice Cortinovis
February 5, 2026
ICERM
Preconditioning without a preconditioner using block Krylov subspace methods
Presenter
- Tyler Chen
February 5, 2026
ICERM
Closing the Theory-Practice Gap in Oblivious Subspace Embeddings
Presenter
- Michal Dereziński
February 5, 2026
ICERM
Estimating a matrix's singular values with interpolative decompositions
Presenter
- Alex Townsend
February 5, 2026
ICERM
Matrix-Mimetic Tensor Algebra: Optimal Decompositions and Equivariant Learning
Presenter
- Lior Horesh
February 4, 2026
ICERM