61 citations · 471 across the 71 of their papers we have counts for
3 papers · 2 filters
Online Learning for Wireless Distributed Computing
Yi-Hsuan Kao, Kwame Wright, Bhaskar Krishnamachari +1
There has been a growing interest for Wireless Distributed Computing (WDC), which leverages collaborative computing over multiple wireless devices. WDC enables complex applications…
Online Learning Schemes for Power Allocation in Energy Harvesting Communications
Pranav Sakulkar, Bhaskar Krishnamachari
We consider the problem of power allocation over a time-varying channel with unknown distribution in energy harvesting communication systems. In this problem, the transmitter has t…
Stochastic Contextual Bandits with Known Reward Functions
Pranav Sakulkar, Bhaskar Krishnamachari
Many sequential decision-making problems in communication networks can be modeled as contextual bandit problems, which are natural extensions of the well-known multi-armed bandit p…