Uday Shankar Shanthamallu

13 papers A* 1C 1Misc 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors.
Int. J. Virtual Pers. Learn. Environ.
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
2021 — book
Machine and Deep Learning Algorithms and Applications
Uday Shankar Shanthamallu, Andreas Spanias
2021 A* conf
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks.
AAAI
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2020 Misc conf
A Regularized Attention Mechanism for Graph Attention Networks.
ICASSP
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2020 J jnl
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models.
IEEE Trans. Neural Networks Learn. Syst.
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2020 J jnl
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks.
CoRR
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2019 Misc conf
Introducing Machine Learning in Undergraduate DSP Classes.
ICASSP
Uday Shankar Shanthamallu, Sunil Rao, Abhinav Dixit, Vivek Sivaraman Narayanaswamy, Jie Fan, Andreas Spanias
2018 J jnl
Attention Models with Random Features for Multi-layered Graph Embeddings.
CoRR
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Huan Song, Andreas Spanias
2018 J jnl
Improving Robustness of Attention Models on Graphs.
CoRR
Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias
2018 C conf
Online Machine Learning Experiments in HTML5.
FIE
Abhinav Dixit, Uday Shankar Shanthamallu, Andreas Spanias, Visar Berisha, Mahesh K. Banavar
2018 — conf
Optimizing Activity Detection via Sensor Fusion.
IISA
Farib Khondoker, Trevor Thornton, Andreas Spanias, Uday Shankar Shanthamallu
2017 — conf
A brief survey of machine learning methods and their sensor and IoT applications.
IISA
Uday Shankar Shanthamallu, Andreas Spanias, Cihan Tepedelenlioglu, Mike Stanley
2017 — conf
A cyber-physical system approach for photovoltaic array monitoring and control.
IISA
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