1 citations · 1 across the 2 of their papers we have counts for
5 papers
Correlated bandits or: How to minimize mean-squared error online
Vinay Praneeth Boda, Prashanth L. A
While the objective in traditional multi-armed bandit problems is to find the arm with the highest mean, in many settings, finding an arm that best captures information about other…
Reconstructing Gaussian sources by spatial sampling
Vinay Praneeth Boda
Consider a Gaussian memoryless multiple source with components with joint probability distribution known only to lie in a given class of distributions. A subset of c…
Universal Sampling Rate Distortion
Vinay Praneeth Boda, Prakash Narayan
We examine the coordinated and universal rate-efficient sampling of a subset of correlated discrete memoryless sources followed by lossy compression of the sampled sources. The goa…
Sampling Rate Distortion
Vinay Praneeth Boda, Prakash Narayan
Consider a discrete memoryless multiple source with components of which possibly different sources are sampled at each time instant and jointly compressed in order t…
MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization
Raviteja Vemulapalli, Vinay Praneeth Boda, Rama Chellappa
In the recent past, automatic selection or combination of kernels (or features) based on multiple kernel learning (MKL) approaches has been receiving significant attention from var…