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Uday Shankar Shanthamallu
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A brief survey of machine learning methods and their sensor and IoT applications
US Shanthamallu, A Spanias, C Tepedelenlioglu, M Stanley
2017 8th International Conference on Information, Intelligence, Systems …, 2017
2672017
A cyber-physical system approach for photovoltaic array monitoring and control
S Rao, S Katoch, P Turaga, A Spanias, C Tepedelenlioglu, R Ayyanar, ...
2017 8th International Conference on Information, Intelligence, Systems …, 2017
332017
GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
arXiv preprint arXiv:1810.01405, 2018
262018
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
IEEE transactions on neural networks and learning systems, 2019
252019
Online Machine Learning Experiments in HTML5
A Dixit, US Shanthamallu, A Spanias, V Berisha, M Banavar
2018 IEEE Frontiers in Education Conference (FIE), 1-5, 2018
182018
A regularized attention mechanism for graph attention networks
US Shanthamallu, JJ Thiagarajan, A Spanias
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
162020
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
US Shanthamallu, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:2009.14455, 2020
142020
Introducing Machine Learning in Undergraduate DSP Classes
US Shanthamallu, S Rao, A Dixit, VS Narayanaswamy, J Fan, A Spanias
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
102019
The sensor signal and information processing REU site
AS Spanias, JMB Christen, TJ Thornton, KS Anderson, M Goryll, HM Arafa, ...
ASEE Annual Conference and Exposition, Conference Proceedings 2018, 2018
82018
Machine and Deep Learning Algorithms and Applications
US Shanthamallu, A Spanias
Synthesis Lectures on Signal Processing 12 (3), 1-123, 2021
52021
Improving robustness of attention models on graphs
US Shanthamallu, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:1811.00181, 2018
52018
Multidisciplinary modules on sensors and machine learning
A Dixit, US Shanthamallu, AS Spanias, S Rao, S Katoch, MK Banavar, ...
ASEE Annual Conference and Exposition, Conference Proceedings 2018, 2018
5*2018
Optimizing Activity Detection via Sensor Fusion
F Khondoker, T Thornton, A Spanias, US Shanthamallu
2018 9th International Conference on Information, Intelligence, Systems and …, 2018
32018
Machine and Deep Learning Applications
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 59-72, 2022
22022
Attention models with random features for multi-layered graph embeddings
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
arXiv preprint arXiv:1810.01405, 2018
22018
Introduction to Machine Learning
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 1-8, 2022
12022
Board 162: Online Modules to Introduce Students to Solar Array Control using Neural Nets
VS Narayanaswamy, US Shanthamallu, A Dixit, S Rao, R Ayyanar, ...
2019 ASEE Annual Conference & Exposition, 2019
12019
Modeling Human Brain Connectomes using Structured Neural Networks
US Shanthamallu, Q Li, JJ Thiagarajan, R Anirudh, A Kaplan, T Bremer
1*
Neural Networks and Deep Learning
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 43-57, 2022
2022
Conclusion and Future Directions
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 73-75, 2022
2022
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