Search Results for author: Vipul Bansal

Found 3 papers, 0 papers with code

Activation Functions: Dive into an optimal activation function

no code implementations24 Feb 2022 Vipul Bansal

Activation functions have come up as one of the essential components of neural networks.

Classical Simulation of Variational Quantum Classifiers using Tensor Rings

no code implementations21 Jan 2022 Dheeraj Peddireddy, Vipul Bansal, Vaneet Aggarwal

This manuscript proposes an algorithm that compresses the quantum state within a circuit using a tensor ring representation which allows for the implementation of VQC based algorithms on a classical simulator at a fraction of the usual storage and computational complexity.

BIG-bench Machine Learning Combinatorial Optimization +1

Computational Models for Academic Performance Estimation

no code implementations6 Sep 2020 Vipul Bansal, Himanshu Buckchash, Balasubramanian Raman

Evaluation of students' performance for the completion of courses has been a major problem for both students and faculties during the work-from-home period in this COVID pandemic situation.

BIG-bench Machine Learning Feature Engineering

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