Abiy Tasissa

CoRR, 2024

Clustering Inductive Biases with Unrolled Networks.

[BibT_eX]

[DOI]

Jonathan Huml

CoRR, 2024

Hyperspectral Image Clustering Via Learned Representation In Wasserstein Space.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Nonlinear Unmixing of Hyperspectral Images via Regularized Wasserstein Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

2023

K-Deep Simplex: Manifold Learning via Local Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

A Nyström method with missing distances.

[BibT_eX]

[DOI]

Samuel Lichtenberg

CoRR, 2023

A dual basis approach to multidimensional scaling: spectral analysis and graph regularity.

[BibT_eX]

[DOI]

Samuel Lichtenberg

CoRR, 2023

SHAPER: Can You Hear the Shape of a Jet?

[BibT_eX]

[DOI]

CoRR, 2023

Sparse, Geometric Autoencoder Models of V1.

[BibT_eX]

[DOI]

Jonathan Huml

CoRR, 2023

Geometrically Regularized Wasserstein Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2023

2022

Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing.

[BibT_eX]

[DOI]

CoRR, 2022

Geometric Sparse Coding in Wasserstein Space.

[BibT_eX]

[DOI]

CoRR, 2022

A Recommender System for Equitable Public Art Curation and Installation.

[BibT_eX]

[DOI]

Anna Haensch

Dina Deitsch

CoRR, 2022

Measure Estimation in the Barycentric Coding Model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

r-Local Unlabeled Sensing: Improved Algorithm and Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

r-local sensing: Improved algorithm and applications.

[BibT_eX]

[DOI]

CoRR, 2021

Weighed 𝓁<sub>1</sub> on the simplex: Compressive sensing meets locality.

[BibT_eX]

[DOI]

Pranay Tankala

CoRR, 2021

On the convergence of group-sparse autoencoders.

[BibT_eX]

[DOI]

CoRR, 2021

Weighed ℓ1 on the Simplex: Compressive Sensing Meets Locality.

[BibT_eX]

[DOI]

Pranay Tankala

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Deep Diffusion Processes for Active Learning of Hyperspectral Images.

[BibT_eX]

[DOI]

Duc Nguyen

James M. Murphy

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Manifold Learning and Deep Clustering with Local Dictionaries.

[BibT_eX]

[DOI]

CoRR, 2020

Dense and Sparse Coding: Theory and Architectures.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-Rank Matrix Completion.

[BibT_eX]

[DOI]

Rongjie Lai

IEEE Trans. Inf. Theory, 2019

Unlabeled sensing with local permutations.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Low-rank Matrix Completion in a General Non-orthogonal Basis.

[BibT_eX]

[DOI]