2 citations · 3 across the 4 of their papers we have counts for
4 papers
Trust: Trust-Region Optimisation with Ising Machines
Sayantan Pramanik, Kaumudibikash Goswami, Sourav Chatterjee +1
In this work, we present a heretofore unseen application of Ising machines to perform trust region-based optimisation with box constraints. This is done by considering a specific f…
Parsimonious Optimisation of Parameters in Variational Quantum Circuits
Sayantan Pramanik, Chaitanya Murti, M Girish Chandra
Variational quantum circuits characterise the state of a quantum system through the use of parameters that are optimised using classical optimisation procedures that typically rely…
One-Step Time Series Forecasting Using Variational Quantum Circuits
Payal Kaushik, Sayantan Pramanik, M Girish Chandra +1
Time series forecasting has always been a thought-provoking topic in the field of machine learning. Machine learning scientists define a time series as a set of observations record…
Optimization of Sensor-Placement on Vehicles using Quantum-Classical Hybrid Methods
Sayantan Pramanik, Vishnu Vaidya, Gajendra Malviya +6
Placement of sensors on vehicles for safety and autonomous capability is a complex optimization problem when considered in the full-blown form, with different constraints. Consider…