3 papers
eess.SY2021
Multi-armed Bandit Algorithms on System-on-Chip: Go Frequentist or Bayesian?
S. V. Sai Santosh, Sumit J. Darak
Multi-armed Bandit (MAB) algorithms identify the best arm among multiple arms via exploration-exploitation trade-off without prior knowledge of arm statistics. Their usefulness in…
eess.SY2020
Towards Intelligent Reconfigurable Wireless Physical Layer (PHY)
Neelam Singh, S. V. Sai Santosh, Sumit J. Darak
Next-generation wireless networks are getting significant attention because they promise 10-factor enhancement in mobile broadband along with the potential to enable new heterogene…
eess.SP2020
Intelligent and Reconfigurable Architecture for KL Divergence Based Online Machine Learning Algorithm
S. V. Sai Santosh, Sumit J. Darak
Online machine learning (OML) algorithms do not need any training phase and can be deployed directly in an unknown environment. OML includes multi-armed bandit (MAB) algorithms tha…