Eric Evert

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Tensor Decomposition

Low Rank Approximation

Minimization Problems

Top Venues

SIAM J. Matrix Anal. Appl.

IEEE Signal Process. Lett.

Publications

Aditya Bhaskara, Eric Evert, Vaidehi Srinivas, Aravindan Vijayaraghavan
New Tools for Smoothed Analysis: Least Singular Value Bounds for Random Matrices with Dependent Entries. STOC (2024)
Aditya Bhaskara, Eric Evert, Vaidehi Srinivas, Aravindan Vijayaraghavan
New Tools for Smoothed Analysis: Least Singular Value Bounds for Random Matrices with Dependent Entries. CoRR (2024)
Ignat Domanov, Nico Vervliet, Eric Evert, Lieven De Lathauwer
Decomposition of a Tensor into Multilinear Rank-\({(M_{{r}},N_{{r}},\cdot )}\) Terms. SIAM J. Matrix Anal. Appl. 45 (3) (2024)
Eric Evert, Yi Fu, J. William Helton, John Yin
Empirical Properties of Optima in Free Semidefinite Programs. Exp. Math. 32 (3) (2023)
Eric Evert, Nico Vervliet, Ignat Domanov, Lieven De Lathauwer
Uniqueness Result and Algebraic Algorithm for Decomposition into Multilinear Rank- $(M_{r}, N_{r}, \cdot)$ Terms and Joint Block Diagonalization. CAMSAP (2023)
Eric Evert, Lieven De Lathauwer
On Best Low Rank Approximation of Positive Definite Tensors. SIAM J. Matrix Anal. Appl. 44 (2) (2023)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
CPD Computation via Recursive Eigenspace Decompositions. ICASSP (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
Canonical Polyadic Decomposition via the Generalized Schur Decomposition. IEEE Signal Process. Lett. 29 (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
Canonical Polyadic Decomposition via the generalized Schur decomposition. CoRR (2022)
Eric Evert, Lieven De Lathauwer
Guarantees for Existence of a Best Canonical Polyadic Approximation of a Noisy Low-Rank Tensor. SIAM J. Matrix Anal. Appl. 43 (1) (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
A Recursive Eigenspace Computation for the Canonical Polyadic Decomposition. SIAM J. Matrix Anal. Appl. 43 (1) (2022)
Eric Evert, Michiel Vandecappelle, Lieven De Lathauwer
A recursive eigenspace computation for the Canonical Polyadic decomposition. CoRR (2021)
Eric Evert, Lieven De Lathauwer
Guarantees for existence of a best canonical polyadic approximation of a noisy low-rank tensor. CoRR (2021)