Abiy Tasissa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Delaunay Triangulations

Diffusion Process

Laplacian Eigenmaps

Hyperspectral Images

Top Venues

IEEE Trans. Inf. Theory

Publications

Marshall Mueller, James M. Murphy, Abiy Tasissa
Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulations. CoRR (2024)
Jonathan Huml, Abiy Tasissa, Demba E. Ba
Clustering Inductive Biases with Unrolled Networks. CoRR (2024)
Demba E. Ba, Akshunna S. Dogra, Rikab Gambhir, Abiy Tasissa, Jesse Thaler
SHAPER: Can You Hear the Shape of a Jet? CoRR (2023)
Jonathan Huml, Abiy Tasissa, Demba E. Ba
Sparse, Geometric Autoencoder Models of V1. CoRR (2023)
Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa
Geometrically Regularized Wasserstein Dictionary Learning. TAG-ML (2023)
Samuel Lichtenberg, Abiy Tasissa
A dual basis approach to multidimensional scaling: spectral analysis and graph regularity. CoRR (2023)
Samuel Lichtenberg, Abiy Tasissa
A Nyström method with missing distances. CoRR (2023)
Abiy Tasissa, Pranay Tankala, James M. Murphy, Demba E. Ba
K-Deep Simplex: Manifold Learning via Local Dictionaries. IEEE Trans. Signal Process. 71 (2023)
Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
r-Local Unlabeled Sensing: Improved Algorithm and Applications. ICASSP (2022)
Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa
Geometric Sparse Coding in Wasserstein Space. CoRR (2022)
Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing. CoRR (2022)
Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy
Measure Estimation in the Barycentric Coding Model. CoRR (2022)
Mattthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy
Measure Estimation in the Barycentric Coding Model. ICML (2022)
Anna Haensch, Abiy Tasissa, Dina Deitsch
A Recommender System for Equitable Public Art Curation and Installation. CoRR (2022)
Abiy Tasissa, Duc Nguyen, James M. Murphy
Deep Diffusion Processes for Active Learning of Hyperspectral Images. IGARSS (2021)
Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
r-local sensing: Improved algorithm and applications. CoRR (2021)
Abiy Tasissa, Duc Nguyen, James M. Murphy
Deep Diffusion Processes for Active Learning of Hyperspectral Images. CoRR (2021)
Abiy Tasissa, Pranay Tankala, Demba E. Ba
on the simplex: Compressive sensing meets locality. CoRR (2021)
Emmanouil Theodosis, Bahareh Tolooshams, Pranay Tankala, Abiy Tasissa, Demba E. Ba
On the convergence of group-sparse autoencoders. CoRR (2021)
Abiy Tasissa, Pranay Tankala, Demba E. Ba
Weighed ℓ1 on the Simplex: Compressive Sensing Meets Locality. SSP (2021)
Abiy Tasissa, Emmanouil Theodosis, Bahareh Tolooshams, Demba E. Ba
Dense and Sparse Coding: Theory and Architectures. CoRR (2020)
Pranay Tankala, Abiy Tasissa, James M. Murphy, Demba E. Ba
Manifold Learning and Deep Clustering with Local Dictionaries. CoRR (2020)
Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron
Unlabeled sensing with local permutations. CoRR (2019)
Abiy Tasissa, Rongjie Lai
Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-Rank Matrix Completion. IEEE Trans. Inf. Theory 65 (5) (2019)
Abiy Tasissa, Rongjie Lai
Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-rank Matrix Completion. CoRR (2018)
Abiy Tasissa, Rongjie Lai
Low-rank Matrix Completion in a General Non-orthogonal Basis. CoRR (2018)