6 citations · 7 across the 7 of their papers we have counts for
3 papers · 1 filter
Estimating Task Completion Times for Network Rollouts using Statistical Models within Partitioning-based Regression Methods
Venkatachalam Natchiappan, Shrihari Vasudevan, Thalanayar Muthukumar
This paper proposes a data and Machine Learning-based forecasting solution for the Telecommunications network-rollout planning problem. Milestone completion-time estimation is cruc…
Layer Dynamics of Linearised Neural Nets
Saurav Basu, Koyel Mukherjee, Shrihari Vasudevan
Despite the phenomenal success of deep learning in recent years, there remains a gap in understanding the fundamental mechanics of neural nets. More research is focussed on handcra…
Dynamic learning rate using Mutual Information
Shrihari Vasudevan
This paper demonstrates dynamic hyper-parameter setting, for deep neural network training, using Mutual Information (MI). The specific hyper-parameter studied in this paper is the…