2 papers
quant-ph2021
Q-means using variational quantum feature embedding
Arvind S Menon, Nikaash Puri
This paper proposes a hybrid quantum-classical algorithm that learns a suitable quantum feature map that separates unlabelled data that is originally non linearly separable in the…
stat.ML2021
Online Estimation and Optimization of Utility-Based Shortfall Risk
Vishwajit Hegde, Arvind S. Menon, L. A. Prashanth +1
Utility-Based Shortfall Risk (UBSR) is a risk metric that is increasingly popular in financial applications, owing to certain desirable properties that it enjoys. We consider the p…