212 citations · 252 across the 3 of their papers we have counts for
4 papers
Statistical Inference with Quantum Measurements: Methodologies for Nitrogen Vacancy Centers in Diamond
Ian Hincks, Christopher Granade, David G. Cory
The analysis of photon count data from the standard nitrogen vacancy (NV) measurement process is treated as a statistical inference problem. This has applications toward gaining be…
Logical Randomized Benchmarking
Joshua Combes, Christopher Granade, Christopher Ferrie +1
Extrapolating physical error rates to logical error rates requires many assumptions and thus can radically under- or overestimate the performance of an error correction implementat…
Quantum Inspired Training for Boltzmann Machines
Nathan Wiebe, Ashish Kapoor, Christopher Granade +1
We present an efficient classical algorithm for training deep Boltzmann machines (DBMs) that uses rejection sampling in concert with variational approximations to estimate the grad…
Robust Online Hamiltonian Learning
Christopher E. Granade, Christopher Ferrie, Nathan Wiebe +1
In this work we combine two distinct machine learning methodologies, sequential Monte Carlo and Bayesian experimental design, and apply them to the problem of inferring the dynamic…