An introduction to quantum computing for statisticians and data scientists

Foundations and philosophical topics in statistics (62A01) Quantum computation (81P68) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to quantum theory (81-01)

Cites Work

Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Unnamed Item
Quantum computing without entanglement
On the relationship between continuous- and discrete-time quantum walk
Efficient quantum algorithms for simulating sparse Hamiltonians
Quantum mechanical Hamiltonian models of Turing machines
The computer as a physical system: a microscopic quantum mechanical Hamiltonian model of computers as represented by Turing machines
Quantum walks: a comprehensive review
Supervised learning with quantum computers
Quantum cloning without signaling
Quantum science and quantum technology
The effects of the problem Hamiltonian parameters on the minimum spectral gap in adiabatic quantum optimization
Quantum speedup of Monte Carlo integration with respect to the number of dimensions and its application to finance
The quantum query complexity of approximating the median and related statistics
EXPONENTIAL IMPROVEMENT IN PRECISION FOR SIMULATING SPARSE HAMILTONIANS
Search via Quantum Walk
Universal Quantum Simulators
A Quantum Adiabatic Evolution Algorithm Applied to Random Instances of an NP-Complete Problem
Quantum Random Access Memory
Quantum Computing for Computer Scientists
Adiabatic quantum state generation and statistical zero knowledge
Exponential algorithmic speedup by a quantum walk
Time/Space Trade-Offs for Reversible Computation
General theory of fractal path integrals with applications to many-body theories and statistical physics
Quantum machine learning: a classical perspective
Quantum Algorithm for Systems of Linear Equations with Exponentially Improved Dependence on Precision
On the role of entanglement in quantum-computational speed-up
Skepticism of quantum computing
Shadow Tomography of Quantum States
Permutationally invariant state reconstruction
Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing Quantum machine learning
Quantum singular value transformation and beyond: exponential improvements for quantum matrix arithmetics
A single quantum cannot be cloned
Efficient quantum tomography
Quantum speedup of Monte Carlo methods
Adiabatic Quantum State Generation
The theory of variational hybrid quantum-classical algorithms
Quantum discriminant analysis for dimensionality reduction and classification
Quantum simulations of classical random walks and undirected graph connectivity

This page was built for publication: An introduction to quantum computing for statisticians and data scientists