no code implementations • 3 Sep 2022 • Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta, Sajal K. Das
In this paper, we propose a federated learning approach to suppress the unequal distribution of the noisy labels in the dataset of each participant.
no code implementations • 5 Oct 2020 • Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta
In this paper, we present a comprehensive review of existing literature on compressing DNN model that reduces both storage and computation requirements.
no code implementations • 6 May 2020 • Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas, Tanima Dutta
As most of the approaches have solved the early classification problem with different aspects, it becomes very important to make a thorough review of the existing solutions to know the current status of the area.