Uday Shankar Shanthamallu

According to our database, Uday Shankar Shanthamallu authored at least 12 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors.

Prasanna Sattigeri, Jayaraman J. Thiagarajan, Karthikeyan Ramamurthy, Andreas Spanias, Mahesh K. Banavar, Abhinav Dixit, Jie Fan, Mohit Malu, Kristen Jaskie, Sunil Rao, Uday Shankar Shanthamallu, Vivek Sivaraman Narayanaswamy, Sameeksha Katoch

Int. J. Virtual Pers. Learn. Environ., 2022

2021

Machine and Deep Learning Algorithms and Applications

Uday Shankar Shanthamallu, Andreas Spanias

Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-03758-0, 2021

Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks.

Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models.

Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias

IEEE Trans. Neural Networks Learn. Syst., 2020

A Regularized Attention Mechanism for Graph Attention Networks.

Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Introducing Machine Learning in Undergraduate DSP Classes.

Uday Shankar Shanthamallu, Sunil Rao, Abhinav Dixit, Vivek Sivaraman Narayanaswamy, Jie Fan, Andreas Spanias

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Improving Robustness of Attention Models on Graphs.

Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias

CoRR, 2018

Attention Models with Random Features for Multi-layered Graph Embeddings.

Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias

CoRR, 2018

Optimizing Activity Detection via Sensor Fusion.

Farib Khondoker, Trevor Thornton, Andreas Spanias, Uday Shankar Shanthamallu

Proceedings of the 9th International Conference on Information, 2018

Online Machine Learning Experiments in HTML5.

Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar

Proceedings of the IEEE Frontiers in Education Conference, 2018

2017

A brief survey of machine learning methods and their sensor and IoT applications.

Uday Shankar Shanthamallu, Andreas Spanias, Cihan Tepedelenlioglu, Mike Stanley

Proceedings of the 8th International Conference on Information, 2017

A cyber-physical system approach for photovoltaic array monitoring and control.

Sunil Rao, Sameeksha Katoch, Pavan K. Turaga, Andreas Spanias, Cihan Tepedelenlioglu, Raja Ayyanar, Henry Braun, Jongmin Lee, Uday Shankar Shanthamallu, Mahesh K. Banavar, Devarajan Srinivasan

Proceedings of the 8th International Conference on Information, 2017