Prediction of the Received Power of Low-Power Networks Using Inertial Sensors

Authors: Dargie, Waltenegus, Poellabauer, Christian, Tasissa, Abiy

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2502.14107

Localization From Structured Distance Matrices via Low-Rank Matrix Recovery

Authors: Lichtenberg, S., Tasissa, A.

Source: IEEE Transactions on Information Theory IEEE Trans. Inform. Theory Information Theory, IEEE Transactions on. 70(12):8929-8941 Dec, 2024

Nonlinear Unmixing of Hyperspectral Images via Regularized Wasserstein Dictionary Learning

Authors: Fullenbaum, Scott, Mueller, Marshall, Tasissa, Abiy, Murphy, James M.

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :8289-8294 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Hyperspectral Image Clustering Via Learned Representation In Wasserstein Space

Authors: Fullenbaum, Scott, Mueller, Marshall, Tasissa, Abiy, Murphy, James M.

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :8791-8796 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Structured Sampling for Robust Euclidean Distance Geometry

Authors: Kundu, Chandra, Tasissa, Abiy, Cai, HanQin

Subject Terms: Computer Science - Machine Learning, Computer Science - Information Theory, Mathematics - Optimization and Control, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2412.10664

Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization

Authors: Ghosh, Ipsita, Tasissa, Abiy, Kümmerle, Christian

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.16982

Riemannian Optimization for Non-convex Euclidean Distance Geometry with Global Recovery Guarantees

Authors: Smith, Chandler, Cai, HanQin, Tasissa, Abiy

Subject Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.06376

Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulations

Authors: Mueller, Marshall, Murphy, James M., Tasissa, Abiy

Subject Terms: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing, Mathematics - Optimization and Control, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2405.00837

Localization from structured distance matrices via low-rank matrix recovery

Authors: Lichtenberg, Samuel, Tasissa, Abiy

Subject Terms: Computer Science - Information Theory, Computer Science - Machine Learning, Computer Science - Robotics, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2311.18076

Clustering Inductive Biases with Unrolled Networks

Authors: Huml, Jonathan, Tasissa, Abiy, Ba, Demba

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.10213

K-Deep Simplex: Manifold Learning via Local Dictionaries

Authors: Tasissa, A., Tankala, P., Murphy, J.M., Ba, D.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 71:3741-3754 2023

RACH-Space: Reconstructing Adaptive Convex Hull Space with Applications in Weak Supervision

Authors: Na, Woojoo, Tasissa, Abiy

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2307.04870

r-Local Unlabeled Sensing: Improved Algorithm and Applications

Authors: Abbasi, Ahmed Ali, Tasissa, Abiy, Aeron, Shuchin

Source: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2022 - 2022 IEEE International Conference on. :5593-5597 May, 2022

Relation: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

A dual basis approach to multidimensional scaling

Authors: Lichtenberg, Samuel, Tasissa, Abiy

Subject Terms: Mathematics - Spectral Theory, Computer Science - Information Theory, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.05682

SHAPER: Can You Hear the Shape of a Jet?

Authors: Ba, Demba, Dogra, Akshunna S., Gambhir, Rikab, Tasissa, Abiy, Thaler, Jesse

Source: J. High Energ. Phys. 2023, 195 (2023)

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Experiment, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2302.12266

Sparse, Geometric Autoencoder Models of V1

Authors: Huml, Jonathan, Tasissa, Abiy, Ba, Demba

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.11162

Deep Diffusion Processes for Active Learning of Hyperspectral Images

Authors: Tasissa, Abiy, Nguyen, Duc, Murphy, James M.

Source: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Geoscience and Remote Sensing Symposium IGARSS , 2021 IEEE International. :3665-3668 Jul, 2021

Relation: IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium

Weighed ℓ1 on the Simplex: Compressive Sensing Meets Locality

Authors: Tasissa, Abiy, Tankala, Pranay, Ba, Demba

Source: 2021 IEEE Statistical Signal Processing Workshop (SSP) Statistical Signal Processing Workshop (SSP), 2021 IEEE. :476-480 Jul, 2021

Relation: 2021 IEEE Statistical Signal Processing Workshop (SSP)

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

Authors: Abbasi, Ahmed, Aeron, Shuchin, Tasissa, Abiy

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Information Theory, Computer Science - Machine Learning, Mathematics - Probability

Access URL: http://arxiv.org/abs/2211.07621

Geometric Sparse Coding in Wasserstein Space

Authors: Mueller, Marshall, Aeron, Shuchin, Murphy, James M., Tasissa, Abiy

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Signal Processing, Mathematics - Optimization and Control, Mathematics - Probability, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2210.12135