Jamie Haddock

Jaime Pacheco

CoRR, 2024

2023

Nonbacktracking Spectral Clustering of Nonuniform Hypergraphs.

[BibT_eX]

[DOI]

Philip S. Chodrow

Nicole Eikmeier

SIAM J. Math. Data Sci., June, 2023

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

An Interpretable Joint Nonnegative Matrix Factorization-Based Point Cloud Distance Measure.

[BibT_eX]

[DOI]

Hannah Friedman

Amani R. Maina-Kilaas

Julianna Schalkwyk

Hina Ahmed

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

On Subsampled Quantile Randomized Kaczmarz.

[BibT_eX]

[DOI]

Anna Ma

Elizaveta Rebrova

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022

Paving the Way for Consensus: Convergence of Block Gossip Algorithms.

[BibT_eX]

[DOI]

Benjamin Jarman

Chen Yap

IEEE Trans. Inf. Theory, 2022

Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2022

Automatic Infectious Disease Classification Analysis with Concept Discovery.

[BibT_eX]

[DOI]

CoRR, 2022

Joint NMF for Identification of Shared Features in Datasets and a Dataset Distance Measure.

[BibT_eX]

[DOI]

Hannah Friedman

Amani R. Maina-Kilaas

Julianna Schalkwyk

Hina Ahmed

CoRR, 2022

A Generalized Hierarchical Nonnegative Tensor Decomposition.

[BibT_eX]

[DOI]

Joshua Vendrow

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Greed Works: An Improved Analysis of Sampling Kaczmarz-Motzkin.

[BibT_eX]

[DOI]

Anna Ma

SIAM J. Math. Data Sci., 2021

Data-driven algorithm selection and tuning in optimization and signal processing.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2021

On a Guided Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Neural Nonnegative CP Decomposition for Hierarchical Tensor Analysis.

[BibT_eX]

[DOI]

Joshua Vendrow

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Semi-supervised Nonnegative Matrix Factorization for Document Classification.

[BibT_eX]

[DOI]

Miju Ahn

Kathryn Leonard

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

The Minimum Euclidean-Norm Point in a Convex Polytope: Wolfe's Combinatorial Algorithm is Exponential.

[BibT_eX]

[DOI]

Jesús A. De Loera

Luis Rademacher

SIAM J. Comput., 2020

On Application of Block Kaczmarz Methods in Matrix Factorization.

[BibT_eX]

[DOI]

Edwin Chau

CoRR, 2020

Semi-supervised NMF Models for Topic Modeling in Learning Tasks.

[BibT_eX]

[DOI]

Miju Ahn

Kathryn Leonard

CoRR, 2020

Feature Selection on Lyme Disease Patient Survey Data.

[BibT_eX]

[DOI]

CoRR, 2020

On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition.

[BibT_eX]

[DOI]

Elena Sizikova

Chuntian Wang

CoRR, 2020

Feature Selection from Lyme Disease Patient Survey Using Machine Learning.

[BibT_eX]

[DOI]

Algorithms, 2020

On Nonnegative CP Tensor Decomposition Robustness to Noise.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2020

Stochastic Gradient Descent Variants for Corrupted Systems of Linear Equations.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2019

Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2019

Greed Works: An Improved Analysis of Sampling Kaczmarz-Motkzin.

[BibT_eX]

[DOI]

Anna Ma

CoRR, 2019

Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing.

[BibT_eX]

[DOI]

CoRR, 2019

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Randomized Projection Methods for Corrupted Linear Systems.

[BibT_eX]

[DOI]

CoRR, 2018

A Bayesian Approach for Asynchronous Parallel Sparse Recovery.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

A Sampling Kaczmarz-Motzkin Algorithm for Linear Feasibility.

[BibT_eX]

[DOI]

Jesús A. De Loera