25 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Federated Learning with Uncertainty via Distilled Predictive Distributions
Shrey Bhatt, Aishwarya Gupta, Piyush Rai
Most existing federated learning methods are unable to estimate model/predictive uncertainty since the client models are trained using the standard loss function minimization appro…
cs.AI2020★ 25 cited
Knowledge Graph semantic enhancement of input data for improving AI
Shreyansh Bhatt, Amit Sheth, Valerie Shalin +1
Intelligent systems designed using machine learning algorithms require a large number of labeled data. Background knowledge provides complementary, real world factual information t…
cs.SI2015★ 3 cited
On Using Synthetic Social Media Stimuli in an Emergency Preparedness Functional Exercise
Andrew Hampton, Shreyansh Bhatt, Alan Smith +5
This paper details the creation and use of a massive (over 32,000 messages) artificially constructed 'Twitter' microblog stream for a regional emergency preparedness functional exe…