Michael Weylandt

Jhayron S. Perez-Carrasquilla

G. Matthew Fricke

Melanie E. Moses

CoRR, May, 2026

2024

Optimal accuracy for linear sets of equations with the graph Laplacian.

[BibT_eX]

[DOI]

Richard B. Lehoucq

Jonathan W. Berry

CoRR, 2024

2022

To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier.

[BibT_eX]

[DOI]

Camille Olivia Little

CoRR, 2022

A Coupled CP Decomposition for Principal Components Analysis of Symmetric Networks.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Network Clustering for Latent State and Changepoint Detection.

[BibT_eX]

[DOI]

Madeline Navarro

CoRR, 2021

Sparse Partial Least Squares for Coarse Noisy Graph Alignment.

[BibT_eX]

[DOI]

T. Mitchell Roddenberry

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Automatic Registration and Clustering of Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering.

[BibT_eX]

[DOI]

T. Mitchell Roddenberry

CoRR, 2020

Automatic Registration and Convex Clustering of Time Series.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization.

[BibT_eX]

[DOI]

John Nagorski

CoRR, 2019

Splitting Methods For Convex Bi-Clustering And Co-Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Data Science Workshop, 2019

Sparse and Functional Principal Components Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Data Science Workshop, 2019

Multi-Rank Sparse and Functional PCA Manifold Optimization and Iterative Deflation Techniques.

[BibT_eX]

[DOI]