Works (8)

Updated: July 5th, 2023 15:35

2021 journal article

Dynamic Graph Learning: A Structure-Driven Approach

MATHEMATICS, 9(2).

co-author countries: Sweden ๐Ÿ‡ธ๐Ÿ‡ช United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: dynamic graph learning; graph signal processing; sparse signal; convex optimization
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), 1697โ€“1709.

By: Y. Huang n, A. Panahi*, H. Krim n & L. Dai*

co-author countries: Sweden ๐Ÿ‡ธ๐Ÿ‡ช United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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), 12307โ€“12316.

By: S. Ghanem n, A. Panahi n, H. Krim n & R. Kerekesโ€‰*

co-author countries: Sweden ๐Ÿ‡ธ๐Ÿ‡ช United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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), 6035โ€“6046.

By: W. Tang n, A. Panahi n, H. Krim n & L. Dai*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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), 4790โ€“4802.

By: S. Mahdizadehaghdam n, A. Panahi n, H. Krim n & L. Dai*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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. 3063โ€“3071.

By: S. Mahdizadehaghdam n, A. Panahi n & H. Krim n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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. 1302โ€“1311.

By: A. Panahi n, X. Bianโ€‰ n, L. Krim n & L. Daiโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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), 6478โ€“6488.

By: A. Panahi n & M. Vibergโ€‰ n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
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

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