4 citations · 8 across the 2 of their papers we have counts for
2 papers
stat.CO2021★ 4 cited
An Introduction to Quantum Computing for Statisticians and Data Scientists
Anna Lopatnikova, Minh-Ngoc Tran, Scott A. Sisson
Quantum computers promise to surpass the most powerful classical supercomputers when it comes to solving many critically important practical problems, such as pharmaceutical and fe…
quant-ph2021★ 4 cited
Quantum Speedup of Natural Gradient for Variational Bayes
Anna Lopatnikova, Minh-Ngoc Tran
Variational Bayes (VB) is a critical method in machine learning and statistics, underpinning the recent success of Bayesian deep learning. The natural gradient is an essential comp…