Ashkan Panahi
Works (8)
Updated: April 11th, 2023 10:13
2021 journal article
Dynamic Graph Learning: A Structure-Driven Approach
MATHEMATICS, 9(2).
author keywords: dynamic graph learning; graph signal processing; sparse signal; convex optimization
res.mdpi.com (publisher PDF)
Source: Web Of Science
Added: March 15, 2021
2020 journal article
Community Detection and Improved Detectability in Multiplex Networks
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 7(3), 1697–1709.
author keywords: Multiplexing; Stochastic processes; Belief propagation; Correlation; Periodic structures; Computational modeling; Bayes methods; Network theory (graphs); graphical models; belief propagation
Source: Web Of Science
Added: September 21, 2020
2020 journal article
Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion
IEEE SENSORS JOURNAL, 20(20), 12307–12316.
author keywords: Sensor fusion; Data integration; Data models; Sparse matrices; Magnetic sensors; Sensor phenomena and characterization; Sparse learning; unsupervised classification; data fusion; multimodal data
Source: Web Of Science
Added: October 12, 2020
2019 journal article
Analysis Dictionary Learning Based Classification: Structure for Robustness
IEEE TRANSACTIONS ON IMAGE PROCESSING, 28(12), 6035–6046.
author keywords: Discriminate analysis dictionary learning; distributed analysis dictionary learning; structured mapping; supervised learning
Source: Web Of Science
Added: October 19, 2020
2019 journal article
Deep Dictionary Learning: A PARametric NETwork Approach
IEEE TRANSACTIONS ON IMAGE PROCESSING, 28(10), 4790–4802.
author keywords: Image classification; deep learning; sparse representation
Source: Web Of Science
Added: August 26, 2019
2019 article
Sparse Generative Adversarial Network
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), pp. 3063–3071.
Source: Web Of Science
Added: September 7, 2020
2018 article
Robust Subspace Clustering by Bi-sparsity Pursuit: Guarantees and Sequential Algorithm
2018 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2018), pp. 1302–1311.
Source: Web Of Science
Added: August 6, 2018
2017 journal article
Performance Analysis of Sparsity-Based Parameter Estimation
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 65(24), 6478–6488.
author keywords: Superresolution theory; performance bounds; error analysis; LASSO; atomic norm regularization; atomic decomposition; continuous LASSO; off-grid estimation
Source: Web Of Science
Added: August 6, 2018
