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ORCIDAbiy Tasissa
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2020 – today
- 2024
[c7]Scott Fullenbaum, Marshall Mueller, Abiy Tasissa, James M. Murphy:
Nonlinear Unmixing of Hyperspectral Images via Regularized Wasserstein Dictionary Learning. IGARSS 2024: 8289-8294- [c6]Scott Fullenbaum, Marshall Mueller, Abiy Tasissa, James M. Murphy:
Hyperspectral Image Clustering Via Learned Representation In Wasserstein Space. IGARSS 2024: 8791-8796 - [i19]Jonathan Huml, Abiy Tasissa, Demba E. Ba:
Clustering Inductive Biases with Unrolled Networks. CoRR abs/2402.10213 (2024) - [i18]Marshall Mueller, James M. Murphy, Abiy Tasissa:
Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulations. CoRR abs/2405.00837 (2024) - 2023
- [j2]Abiy Tasissa
, Pranay Tankala, James M. Murphy, Demba E. Ba:
K-Deep Simplex: Manifold Learning via Local Dictionaries. IEEE Trans. Signal Process. 71: 3741-3754 (2023) - [c5]Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa:
Geometrically Regularized Wasserstein Dictionary Learning. TAG-ML 2023: 384-403 - [i17]Jonathan Huml, Abiy Tasissa, Demba E. Ba:
Sparse, Geometric Autoencoder Models of V1. CoRR abs/2302.11162 (2023) - [i16]Demba E. Ba, Akshunna S. Dogra, Rikab Gambhir, Abiy Tasissa, Jesse Thaler:
SHAPER: Can You Hear the Shape of a Jet? CoRR abs/2302.12266 (2023) - [i15]Samuel Lichtenberg, Abiy Tasissa:
A dual basis approach to multidimensional scaling: spectral analysis and graph regularity. CoRR abs/2303.05682 (2023) - [i14]Samuel Lichtenberg, Abiy Tasissa:
A Nyström method with missing distances. CoRR abs/2311.18076 (2023) - 2022
- [c4]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
r-Local Unlabeled Sensing: Improved Algorithm and Applications. ICASSP 2022: 5593-5597 - [c3]Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy:
Measure Estimation in the Barycentric Coding Model. ICML 2022: 23781-23803 - [i13]Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy:
Measure Estimation in the Barycentric Coding Model. CoRR abs/2201.12195 (2022) - [i12]Anna Haensch, Abiy Tasissa, Dina Deitsch:
A Recommender System for Equitable Public Art Curation and Installation. CoRR abs/2207.14367 (2022) - [i11]Marshall Mueller, Shuchin Aeron, James M. Murphy, Abiy Tasissa:
Geometric Sparse Coding in Wasserstein Space. CoRR abs/2210.12135 (2022) - [i10]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing. CoRR abs/2211.07621 (2022) - 2021
- [c2]Abiy Tasissa, Duc Nguyen, James M. Murphy:
Deep Diffusion Processes for Active Learning of Hyperspectral Images. IGARSS 2021: 3665-3668 - [c1]Abiy Tasissa, Pranay Tankala, Demba E. Ba:
Weighed ℓ1 on the Simplex: Compressive Sensing Meets Locality. SSP 2021: 476-480 - [i9]Abiy Tasissa, Duc Nguyen, James M. Murphy:
Deep Diffusion Processes for Active Learning of Hyperspectral Images. CoRR abs/2101.03197 (2021) - [i8]Emmanouil Theodosis, Bahareh Tolooshams, Pranay Tankala, Abiy Tasissa, Demba E. Ba:
On the convergence of group-sparse autoencoders. CoRR abs/2102.07003 (2021) - [i7]Abiy Tasissa, Pranay Tankala, Demba E. Ba:
Weighed 𝓁1 on the simplex: Compressive sensing meets locality. CoRR abs/2104.13894 (2021) - [i6]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
r-local sensing: Improved algorithm and applications. CoRR abs/2110.14034 (2021) - 2020
- [i5]Abiy Tasissa, Emmanouil Theodosis, Bahareh Tolooshams, Demba E. Ba:
Dense and Sparse Coding: Theory and Architectures. CoRR abs/2006.09534 (2020) - [i4]Pranay Tankala, Abiy Tasissa, James M. Murphy, Demba E. Ba:
Manifold Learning and Deep Clustering with Local Dictionaries. CoRR abs/2012.02134 (2020)
2010 – 2019
- 2019
- [j1]Abiy Tasissa, Rongjie Lai:
Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-Rank Matrix Completion. IEEE Trans. Inf. Theory 65(5): 3124-3144 (2019) - [i3]Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron:
Unlabeled sensing with local permutations. CoRR abs/1911.06382 (2019) - 2018
- [i2]Abiy Tasissa, Rongjie Lai:
Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-rank Matrix Completion. CoRR abs/1804.04310 (2018) - [i1]Abiy Tasissa, Rongjie Lai:
Low-rank Matrix Completion in a General Non-orthogonal Basis. CoRR abs/1812.05786 (2018)
Coauthor Index
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last updated on 2024-09-28 02:23 CEST by the dblp team
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