Jayaraman J. Thiagarajan
Jayaraman J. Thiagarajan
Machine Learning Researcher, Lawrence Livermore National Labs
Verified email at asu.edu - Homepage
Title
Cited by
Cited by
Year
Sparse representations for automatic target classification in SAR images
JJ Thiagarajan, KN Ramamurthy, P Knee, A Spanias, V Berisha
2010 4th international symposium on communications, control and signal …, 2010
1322010
Attend and diagnose: Clinical time series analysis using attention models
H Song, D Rajan, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:1711.03905, 2017
1142017
Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data
R Anirudh, JJ Thiagarajan, T Bremer, H Kim
Medical Imaging 2016: Computer-Aided Diagnosis 9785, 978532, 2016
772016
Multiple kernel sparse representations for supervised and unsupervised learning
JJ Thiagarajan, KN Ramamurthy, A Spanias
IEEE transactions on Image Processing 23 (7), 2905-2915, 2014
662014
Mixing matrix estimation using discriminative clustering for blind source separation
JJ Thiagarajan, KN Ramamurthy, A Spanias
Digital Signal Processing 23 (1), 9-18, 2013
602013
Visual exploration of semantic relationships in neural word embeddings
S Liu, PT Bremer, JJ Thiagarajan, V Srikumar, B Wang, Y Livnat, ...
IEEE transactions on visualization and computer graphics 24 (1), 553-562, 2017
512017
Multilevel dictionary learning for sparse representation of images
JJ Thiagarajan, KN Ramamurthy, A Spanias
2011 Digital Signal Processing and Signal Processing Education Meeting (DSP …, 2011
432011
Visual Exploration of High‐Dimensional Data through Subspace Analysis and Dynamic Projections
S Liu, B Wang, JJ Thiagarajan, PT Bremer, V Pascucci
Computer Graphics Forum 34 (3), 271-280, 2015
412015
Kernel sparse models for automated tumor segmentation
JJ Thiagarajan, K Ramamurthy, A Spanias, D Frakes
US Patent 9,710,916, 2017
362017
Identifying the culprits behind network congestion
A Bhatele, AR Titus, JJ Thiagarajan, N Jain, T Gamblin, PT Bremer, ...
2015 IEEE International Parallel and Distributed Processing Symposium, 113-122, 2015
342015
Shift-invariant sparse representation of images using learned dictionaries
JJ Thiagarajan, KN Ramamurthy, A Spanias
2008 IEEE Workshop on Machine Learning for Signal Processing, 145-150, 2008
342008
Bootstrapping graph convolutional neural networks for autism spectrum disorder classification
R Anirudh, JJ Thiagarajan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
312019
Optimizing kernel machines using deep learning
H Song, JJ Thiagarajan, P Sattigeri, A Spanias
IEEE transactions on neural networks and learning systems 29 (11), 5528-5540, 2018
302018
Performance modeling under resource constraints using deep transfer learning
A Marathe, R Anirudh, N Jain, A Bhatele, J Thiagarajan, B Kailkhura, ...
Proceedings of the International Conference for High Performance Computing …, 2017
302017
Learning stable multilevel dictionaries for sparse representations
JJ Thiagarajan, KN Ramamurthy, A Spanias
IEEE Transactions on Neural Networks and Learning Systems 26 (9), 1913-1926, 2014
302014
Lose the views: Limited angle CT reconstruction via implicit sinogram completion
R Anirudh, H Kim, JJ Thiagarajan, K Aditya Mohan, K Champley, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
282018
Optimality and stability of the K-hyperline clustering algorithm
JJ Thiagarajan, KN Ramamurthy, A Spanias
Pattern Recognition Letters 32 (9), 1299-1304, 2011
272011
Interactive DSP laboratories on mobile phones and tablets
J Liu, S Hu, JJ Thiagarajan, X Zhang, S Ranganath, MK Banavar, ...
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
252012
Analysis of the MPEG-1 Layer III (MP3) algorithm using MATLAB
JJ Thiagarajan, A Spanias
Synthesis Lectures on Algorithms and Software in Engineering 3 (3), 1-129, 2011
232011
Image understanding using sparse representations
JJ Thiagarajan, KN Ramamurthy, P Turaga, A Spanias
Synthesis Lectures on Image, Video, and Multimedia Processing 7 (1), 1-118, 2014
222014
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Articles 1–20