17 citations · 21 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 4 cited
A decentralized aggregation mechanism for training deep learning models using smart contract system for bank loan prediction
Pratik Ratadiya, Khushi Asawa, Omkar Nikhal
Data privacy and sharing has always been a critical issue when trying to build complex deep learning-based systems to model data. Facilitation of a decentralized approach that coul…
cs.CL2019★ 17 cited
Evolution of transfer learning in natural language processing
Aditya Malte, Pratik Ratadiya
In this paper, we present a study of the recent advancements which have helped bring Transfer Learning to NLP through the use of semi-supervised training. We discuss cutting-edge m…
cs.IR2019
Spam filtering on forums: A synthetic oversampling based approach for imbalanced data classification
Pratik Ratadiya, Rahul Moorthy
Forums play an important role in providing a platform for community interaction. The introduction of irrelevant content or spam by individuals for commercial and social gains tends…