29 citations · 29 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Adiabatic Quantum Support Vector Machines
Prasanna Date, Dong Jun Woun, Kathleen Hamilton +7
Adiabatic quantum computers can solve difficult optimization problems (e.g., the quadratic unconstrained binary optimization problem), and they seem well suited to train machine le…
quant-ph2023
Identifying overparameterization in Quantum Circuit Born Machines
Andrea Delgado, Francisco Rios, Kathleen E. Hamilton
In machine learning, overparameterization is associated with qualitative changes in the empirical risk landscape, which can lead to more efficient training dynamics. For many param…
quant-ph2017★ 29 cited
A Categorical Model for a Quantum Circuit Description Language (Extended Abstract)
Francisco Rios, Peter Selinger
Quipper is a practical programming language for describing families of quantum circuits. In this paper, we formalize a small, but useful fragment of Quipper called Proto-Quipper-M.…