4 papers
Hamiltonian Monte Carlo for (Physics) Dummies
Arghya Mukherjee, Dootika Vats
Sampling-based inference has seen a surge of interest in recent years. Hamiltonian Monte Carlo (HMC) has emerged as a powerful algorithm that leverages concepts from Hamiltonian dy…
Scalable Bayesian inference for high-dimensional mixed-type multivariate spatial data
Arghya Mukherjee, Arnab Hazra, Dootika Vats
Spatial generalized linear mixed-effects models are popularly used to analyze spatially indexed univariate responses. However, with modern technology, it is common to observe vecto…
Efficient Fault-Tolerant Quantum Protocol for Differential Privacy in the Shuffle Model
Hassan Jameel Asghar, Arghya Mukherjee, Gavin K. Brennen
We present a quantum protocol which securely and implicitly implements a random shuffle to realize differential privacy in the shuffle model. The shuffle model of differential priv…
Laser polarization control of ionization-injected electron beams and x-ray radiation in laser wakefield accelerators
Arghya Mukherjee, Daniel Seipt
In this paper we have studied the influence of the laser polarization on the dynamics of the ionization-injected electron beams and subsequently the properties of the emitted betat…