63 citations · 90 across the 5 of their papers we have counts for
9 papers
Explaining Network Intrusion Detection System Using Explainable AI Framework
Shraddha Mane, Dattaraj Rao
Cybersecurity is a domain where the data distribution is constantly changing with attackers exploring newer patterns to attack cyber infrastructure. Intrusion detection system is o…
Contextual Bandits for adapting to changing User preferences over time
Dattaraj Rao
Contextual bandits provide an effective way to model the dynamic data problem in ML by leveraging online (incremental) learning to continuously adjust the predictions based on chan…
Digital Twin approach to Clinical DSS with Explainable AI
Dattaraj Jagdish Rao, Shraddha Mane
We propose a digital twin approach to improve healthcare decision support systems with a combination of domain knowledge and data. Domain knowledge helps build decision thresholds…
Healthcare NER Models Using Language Model Pretraining
Amogh Kamat Tarcar, Aashis Tiwari, Vineet Naique Dhaimodker +3
In this paper, we present our approach to extracting structured information from unstructured Electronic Health Records (EHR) [2] which can be used to, for example, study adverse d…
Leveraging human Domain Knowledge to model an empirical Reward function for a Reinforcement Learning problem
Dattaraj Rao
Traditional Reinforcement Learning (RL) problems depend on an exhaustive simulation environment that models real-world physics of the problem and trains the RL agent by observing t…
Regional Priority Based Anomaly Detection using Autoencoders
Shruti Mittal, Dattaraj Rao
In the recent times, autoencoders, besides being used for compression, have been proven quite useful even for regenerating similar images or help in image denoising. They have also…