D. Agarwal

Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications

M. Halappanavar, B. Natarajan, Sai Munikoti, 2022, ArXiv.

A General Framework for quantifying Aleatoric and Epistemic uncertainty in Graph Neural Networks

B. Natarajan, Laya Das, Sai Munikoti, 2022, Neurocomputing.

Early Detection of Pancreatic Cancers Using Liquid Biopsies and Hierarchical Decision Structure

Obdulia Covarrubias-Zambrano, B. Natarajan, D. Agarwal, 2022, IEEE Journal of Translational Engineering in Health and Medicine.

Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications

M. Halappanavar, B. Natarajan, Sai Munikoti, 2022, ArXiv.

Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications

M. Halappanavar, B. Natarajan, Sai Munikoti, 2022, IEEE transactions on neural networks and learning systems.

Addressing practical challenges in Active Learning via a hybrid query strategy pdf

Babji Srinivasan, Sergio Martin del Campo, Deepesh Agarwal, 2021, ArXiv.

Active Foundational Models for Fault Diagnosis of Electrical Motors

Babji Srinivasan, D. Agarwal, Balasubramaniam Natarajan, 2023, arXiv.org.

Foundational Models for Fault Diagnosis of Electrical Motors

Babji Srinivasan, D. Agarwal, Balasubramaniam Natarajan, 2023, 2023 IEEE International Conference on Power Electronics, Smart Grid, and Renewable Energy (PESGRE).

Addressing Uncertainties within Active Learning for Industrial IoT

Babji Srinivasan, Sergio Martin del Campo, Deepesh Agarwal, 2021, 2021 IEEE 7th World Forum on Internet of Things (WF-IoT).

IPMS for Load Sharing, Monitoring and Diagnosis of Electrical Loads in AFVs

Babji Srinivasan, Deepesh Agarwal, Sangeetha Ramu, 2020, 2020 7th International Conference on Signal Processing and Integrated Networks (SPIN).

Fault Diagnosis and Degradation Analysis of PMDC motors using FEA based models

Babji Srinivasan, Deepesh Agarwal, Prabhavathy Rajappan, 2020, 2020 IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020).