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ORCIDUday Shankar Shanthamallu
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Books and Theses
- 2021
[b1]Uday Shankar Shanthamallu, Andreas Spanias:
Machine and Deep Learning Algorithms and Applications. Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers 2021, ISBN 978-3-031-03748-1, pp. 1-123
Journal Articles
- 2022
- [j2]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:
Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors. Int. J. Virtual Pers. Learn. Environ. 12(1): 1-17 (2022) - 2020
- [j1]Uday Shankar Shanthamallu
, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias:
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models. IEEE Trans. Neural Networks Learn. Syst. 31(10): 3977-3988 (2020)
Conference and Workshop Papers
- 2021
- [c7]Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias:
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. AAAI 2021: 9524-9532 - 2020
- [c6]Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias:
A Regularized Attention Mechanism for Graph Attention Networks. ICASSP 2020: 3372-3376 - 2019
- [c5]Uday Shankar Shanthamallu, Sunil Rao, Abhinav Dixit, Vivek Sivaraman Narayanaswamy, Jie Fan, Andreas Spanias:
Introducing Machine Learning in Undergraduate DSP Classes. ICASSP 2019: 7655-7659 - 2018
- [c4]Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar:
Online Machine Learning Experiments in HTML5. FIE 2018: 1-5 - [c3]Farib Khondoker, Trevor Thornton, Andreas Spanias, Uday Shankar Shanthamallu:
Optimizing Activity Detection via Sensor Fusion. IISA 2018: 1-5 - 2017
- [c2]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:
A cyber-physical system approach for photovoltaic array monitoring and control. IISA 2017: 1-6 - [c1]Uday Shankar Shanthamallu, Andreas Spanias, Cihan Tepedelenlioglu, Mike Stanley:
A brief survey of machine learning methods and their sensor and IoT applications. IISA 2017: 1-8
Informal and Other Publications
- 2020
- [i3]Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias:
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. CoRR abs/2009.14455 (2020) - 2018
- [i2]Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias:
Attention Models with Random Features for Multi-layered Graph Embeddings. CoRR abs/1810.01405 (2018) - [i1]Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias:
Improving Robustness of Attention Models on Graphs. CoRR abs/1811.00181 (2018)
Coauthor Index
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