4 papers
Low Degree Testing over the Reals
Vipul Arora, Arnab Bhattacharyya, Noah Fleming +2
We study the problem of testing whether a function is a polynomial of degree at most in the \emph{distribution-free} testing model. Here, the d…
Few-shot calibration of low-cost air pollution (PM2.5) sensors using meta-learning
Kalpit Yadav, Vipul Arora, Sonu Kumar Jha +2
Low-cost particulate matter sensors are transforming air quality monitoring because they have lower costs and greater mobility as compared to reference monitors. Calibration of the…
Finding Prerequisite Relations between Concepts using Textbook
Shivam Pal, Vipul Arora, Pawan Goyal
A prerequisite is anything that you need to know or understand first before attempting to learn or understand something new. In the current work, we present a method of finding pre…
Optimal Convergence Rate in Feed Forward Neural Networks using HJB Equation
Vipul Arora, Laxmidhar Behera, Ajay Pratap Yadav
A control theoretic approach is presented in this paper for both batch and instantaneous updates of weights in feed-forward neural networks. The popular Hamilton-Jacobi-Bellman (HJ…