16 citations · 37 across the 10 of their papers we have counts for
4 papers · 1 filter
Nonstationary Multivariate Gaussian Processes for Electronic Health Records
Rui Meng, Braden Soper, Herbert Lee +3
We propose multivariate nonstationary Gaussian processes for jointly modeling multiple clinical variables, where the key parameters, length-scales, standard deviations and the corr…
Regularized Sparse Gaussian Processes
Rui Meng, Herbert Lee, Soper Braden +1
Gaussian processes are a flexible Bayesian nonparametric modelling approach that has been widely applied but poses computational challenges. To address the poor scaling of exact in…
Buffer-aided Resource Allocation for a Price Based Opportunistic Cognitive Radio Network
Nilanjan Biswas, Goutam Das, Priyadip Ray
In this paper, a resource allocation problem for an opportunistic cooperative cognitive radio network is considered, where cognitive radio nodes send their hard decisions to the fu…
Performance Analysis of Energy Harvesting Underlay Cooperative Cognitive Radio Relay Networks with Randomly Located Nodes
Anupam Shome, Amit Kumar Dutta, Saswat Chakrabarti +1
In this work, we investigate the successful data communication probability of an energy harvesting co-operative cognitive radio network (CRN) in the presence of Poisson field of pr…