58 citations · 122 across the 15 of their papers we have counts for
16 papers
Related Rhythms: Recommendation System To Discover Music You May Like
Rahul Singh, Pranav Kanuparthi
Machine Learning models are being utilized extensively to drive recommender systems, which is a widely explored topic today. This is especially true of the music industry, where we…
Finite Time Regret Bounds for Minimum Variance Control of Autoregressive Systems with Exogenous Inputs
Rahul Singh, Akshay Mete, Avik Kar +1
Minimum variance controllers have been employed in a wide-range of industrial applications. A key challenge experienced by many adaptive controllers is their poor empirical perform…
Optimal Scheduling Policies for Remote Estimation of Autoregressive Markov Processes over Time-Correlated Fading Channel
Manali Dutta, Rahul Singh
We consider the problem of transmission scheduling for the remote estimation of a discrete-time autoregressive Markov process that is driven by white Gaussian noise. A sensor obser…
Whittle Index based Q-Learning for Wireless Edge Caching with Linear Function Approximation
Guojun Xiong, Shufan Wang, Jian Li +1
We consider the problem of content caching at the wireless edge to serve a set of end users via unreliable wireless channels so as to minimize the average latency experienced by en…
Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks
Igor Kadota, Abhishek Sinha, Elif Uysal-Biyikoglu +2
We consider a wireless broadcast network with a base station sending time-sensitive information to a number of clients through unreliable channels. The Age of Information (AoI), na…
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem
Rahul Singh, P. R. Kumar, Le Xie
A smart grid connects wind or solar or storage farms, fossil fuel plants, industrialor commercial loads, or load serving entities, modeled as stochastic dynamical systems. In each…