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Thiagarajan, Jayaraman [Other]; Ramamurthy, Karthikeyan Natesan [Other]; Turaga, Pavan [Other]; Spanias, Andreas [Other]

Image understanding using sparse representations

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San Rafael, California <1537 Fourth Street, San Rafael, CA 94901 USA>: Morgan & Claypool, 2014 ; Online-Ausg.

Published in: Synthesis lectures on image, video, and multimedia processing ; 15
Thiagarajan, Jayaraman J. [Author]; Ramamurthy, Karthikeyan Natesan [Author]; Turaga, Pavan [Author]; Spanias, Andreas [Author]

Image Understanding using Sparse Representations - [1st ed. 2014.]

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Cham: Springer International Publishing, 2014. ; Cham: Imprint: Springer, 2014.

Published in: Synthesis Lectures on Image, Video, and Multimedia Processing
Papillon, Mathilde [Author]; Hajij, Mustafa [Author]; Frantzen, Florian [Author]; Hoppe, Josef [Author]; Jenne, Helen [Author]; Mathe, Johan [Author]; Myers, Audun [Author]; Papamarkou, Theodore [Author]; Schaub, Michael T. [Author]; Zamzmi, Ghada [Author]; Birdal, Tolga [Author]; Dey, Tamal [Author]; Doster, Tim [Author]; Emerson, Tegan [Author]; Gopalakrishnan, Gurusankar [Author]; Govil, Devendra [Author]; Grande, Vincent [Author]; Guzmán-Sáenz, Aldo [Author]; Kvinge, Henry [Author]; Livesay, Neal [Author]; Meisner, Jan [Author]; Mukherjee, Soham [Author]; Samaga, Shreyas N. [Author]; Ramamurthy, Karthikeyan Natesan [Author]; [...]

ICML 2023 Topological Deep Learning Challenge: Design and Results

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Aachen: Universitätsbibliothek der RWTH Aachen, 2023
Zheng, Peng; Ramamurthy, Karthikeyan Natesan; Aravkin, Aleksandr Y.

Estimating Shape Parameters of Piecewise Linear-Quadratic Problems

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Cellule MathDoc/Centre Mersenne, 2021

Published in: Open Journal of Mathematical Optimization, 2 (2021), Seite 1-18
Wei, Dennis; Natesan Ramamurthy, Karthikeyan; Varshney, Kush R.

Distribution‐preserving k‐anonymity

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Wiley, 2018

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal, 11 (2018) 6, Seite 253-270
Yu, Ming; Natesan Ramamurthy, Karthikeyan; Thompson, Addie; Lozano, Aurélie C.

Simultaneous Parameter Learning and Bi-clustering for Multi-Response Models

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Frontiers Media SA, 2019

Published in: Frontiers in Big Data, 2 (2019)
Varshney, Kush R.; Wei, Dennis; Ramamurthy, Karthikeyan Natesan; Mojsilović, Aleksandra

Data Challenges in Disease Response : The 2014 Ebola Outbreak and Beyond : The 2014 Ebola Outbreak and Beyond

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Association for Computing Machinery (ACM), 2015

Published in: Journal of Data and Information Quality, 6 (2015) 2-3, Seite 1-3
Thiagarajan, Jayaraman J.; Natesan Ramamurthy, Karthikeyan; Spanias, Andreas

Learning Stable Multilevel Dictionaries for Sparse Representations

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Institute of Electrical and Electronics Engineers (IEEE), 2015

Published in: IEEE Transactions on Neural Networks and Learning Systems, 26 (2015) 9, Seite 1913-1926
Thiagarajan, Jayaraman J.; Ramamurthy, Karthikeyan Natesan; Spanias, Andreas

Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning

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Institute of Electrical and Electronics Engineers (IEEE), 2014

Published in: IEEE Transactions on Image Processing, 23 (2014) 7, Seite 2905-2915
Natesan Ramamurthy, Karthikeyan; J. Thiagarajan, Jayaraman; Spanias, Andreas

Recovering non-negative and combined sparse representations

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Elsevier BV, 2014

Published in: Digital Signal Processing, 26 (2014), Seite 21-35
Ramamurthy, Karthikeyan Natesan; Hinnov, Linda A.; Spanias, Andreas S.

Teaching Earth Signals Analysis Using the Java-DSP Earth Systems Edition: Modern and Past Climate Change

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Informa UK Limited, 2014

Published in: Journal of Geoscience Education, 62 (2014) 4, Seite 621-630
J. Thiagarajan, Jayaraman; Natesan Ramamurthy, Karthikeyan; Spanias, Andreas

Mixing matrix estimation using discriminative clustering for blind source separation

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Elsevier BV, 2013

Published in: Digital Signal Processing, 23 (2013) 1, Seite 9-18
Som, Anirudh; Thopalli, Kowshik; Ramamurthy, Karthikeyan Natesan; Venkataraman, Vinay; Shukla, Ankita; Turaga, Pavan

Computer Vision – ECCV 2018: Perturbation Robust Representations of Topological Persistence Diagrams

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Springer International Publishing, 2018

Published in: Computer Vision – ECCV 2018 (2018), Seite 638-659
Calmon, Flavio du Pin; Wei, Dennis; Vinzamuri, Bhanukiran; Ramamurthy, Karthikeyan Natesan; Varshney, Kush R.

Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis

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Institute of Electrical and Electronics Engineers (IEEE), 2018

Published in: IEEE Journal of Selected Topics in Signal Processing, 12 (2018) 5, Seite 1106-1119
Thiagarajan, Jayaraman J.; Natesan Ramamurthy, Karthikeyan; Kanberoglu, Berkay; Frakes, David; Bennett, Kevin; Spanias, Andreas

Measuring glomerular number from kidney MRI images

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SPIE, 2016

Published in: SPIE Proceedings (2016)
Bellamy, Rachel K.E.; Dey, Kuntal; Hind, Michael; Hoffman, Samuel C.; Houde, Stephanie; Kannan, Kalapriya; Lohia, Pranay; Mehta, Sameep; Mojsilovic, Aleksandra; Nagar, Seema; Ramamurthy, Karthikeyan Natesan; Richards, John; Saha, Diptikalyan; Sattigeri, Prasanna; Singh, Moninder; Varshney, Kush R.; Zhang, Yunfeng

Think Your Artificial Intelligence Software Is Fair? Think Again

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Institute of Electrical and Electronics Engineers (IEEE), 2019

Published in: IEEE Software, 36 (2019) 4, Seite 76-80

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