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Optimization
Supply Chain Logistics with Quantum and Classical Annealing Algorithms
May 9, 2022
Machine Learning
Quantum Reinforcement Learning via Policy Iteration
March 3, 2022
Machine Learning
Quantum machine learning with subspace states
January 31, 2022
Chemistry Simulation
Towards the Simulation of Large Scale Protein-Ligand Interactions on NISQ-era Quantum Computers
January 17, 2022
Chemistry Simulation
Quantum Filter Diagonalization with Compressed Double-Factorized Hamiltonians
December 15, 2021
Chemistry Simulation
Local Expressive Quantum-Number-Preserving VQE Ansatze for Fermionic Systems
November 12, 2021
Chemistry Simulation
Analytical Ground- and Excited-State Gradients for Molecular Electronic Structure Theory from Hybrid Quantum/Classical Methods
October 11, 2021
Other
Low depth amplitude estimation on a trapped ion quantum computer
September 20, 2021
Machine Learning
Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
September 15, 2021
Machine Learning
Improving quantum linear system solvers via a gradient descent perspective
September 9, 2021
Optimization
Instance Independence of Single Layer Quantum Approximate Optimization Algorithm on Mixed-Spin Models at Infinite Size
September 7, 2021
Machine Learning
Medical image classification via quantum neural networks
September 4, 2021
Optimization
Quantum Optimization Heuristics with an Application to Knapsack Problems
August 19, 2021
Machine Learning
Nearest Centroid Classification on a Trapped Ion Quantum Computer
August 5, 2021
Machine Learning
Classical and Quantum Algorithms for Orthogonal Neural Networks
June 14, 2021
Machine Learning
Quantum Spectral Clustering
April 15, 2021
Machine Learning
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines
April 8, 2021
Machine Learning
Experimental demonstration of quantum advantage for NP verification with limited information
February 8, 2021
Optimization
Expectation Values from the Single-Layer Quantum Approximate Optimization Algorithm on Ising Problems
December 7, 2020
Other
Low depth algorithms for quantum amplitude estimation
December 6, 2020
Prospects and challenges of quantum finance
November 12, 2020
Machine Learning
Quantum Expectation-Maximization for Gaussian Mixture Models
July 12, 2020
Machine Learning
Quantum classification of the MNIST dataset via Slow Feature Analysis
June 22, 2020
Optimization
Inhomogeneous driving in quantum annealers can result in orders-of-magnitude improvements in performance
June 2, 2020
Machine Learning
Quantum Algorithms for Deep Convolutional Neural Networks
April 27, 2020
Machine Learning
Quantum gradient descent for linear systems and least squares
February 14, 2020
Machine Learning
q-means: A quantum algorithm for unsupervised machine learning
December 8, 2019
Optimization
A Quantum Interior Point Method for LPs and SDPs
October 21, 2019
Optimization
Quantum Algorithms for Portfolio Optimization
October 1, 2019
Chemistry Simulation
Quantum Filter Diagonalization: Quantum Eigendecomposition without Full Quantum Phase Estimation
September 19, 2019
Other
Readiness of quantum optimization machines for industrial applications
July 2, 2019
Chemistry Simulation
Quantum Computation of Electronic Transitions Using a Variational Quantum Eigensolver
June 12, 2019
Chemistry Simulation
Hybrid Quantum/Classical Derivative Theory: Analytical Gradients and Excited-State Dynamics for the Multistate Contracted Variational Quantum Eigensolver
June 1, 2019
Other
Decoherence of up to 8-qubit entangled states in a 16-qubit superconducting quantum processor
April 17, 2019
Chemistry Simulation
A Jacobi Diagonalization and Anderson Acceleration Algorithm For Variational Quantum Algorithm Parameter Optimization
April 1, 2019
Machine Learning
Quantum algorithms for feedforward neural networks
December 7, 2018
Other
On the complexity and verification of quantum random circuit sampling
October 29, 2018
Machine Learning
Quantum Recommendation Systems
September 22, 2016
Machine Learning
Quantum Reinforcement Learning via Policy Iteration
March 3, 2022
Machine Learning
Quantum machine learning with subspace states
January 31, 2022
Machine Learning
Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
September 15, 2021
Machine Learning
Improving quantum linear system solvers via a gradient descent perspective
September 9, 2021
Machine Learning
Medical image classification via quantum neural networks
September 4, 2021
Machine Learning
Nearest Centroid Classification on a Trapped Ion Quantum Computer
August 5, 2021
Machine Learning
Classical and Quantum Algorithms for Orthogonal Neural Networks
June 14, 2021
Machine Learning
Quantum Spectral Clustering
April 15, 2021
Machine Learning
Quantum algorithms for Second-Order Cone Programming and Support Vector Machines
April 8, 2021
Machine Learning
Experimental demonstration of quantum advantage for NP verification with limited information
February 8, 2021
Prospects and challenges of quantum finance
November 12, 2020
Machine Learning
Quantum Expectation-Maximization for Gaussian Mixture Models
July 12, 2020
Machine Learning
Quantum classification of the MNIST dataset via Slow Feature Analysis
June 22, 2020
Machine Learning
Quantum Algorithms for Deep Convolutional Neural Networks
April 27, 2020
Machine Learning
Quantum gradient descent for linear systems and least squares
February 14, 2020
Machine Learning
q-means: A quantum algorithm for unsupervised machine learning
December 8, 2019
Machine Learning
Quantum algorithms for feedforward neural networks
December 7, 2018
Machine Learning
Quantum Recommendation Systems
September 22, 2016
Optimization
Supply Chain Logistics with Quantum and Classical Annealing Algorithms
May 9, 2022
Optimization
Instance Independence of Single Layer Quantum Approximate Optimization Algorithm on Mixed-Spin Models at Infinite Size
September 7, 2021
Optimization
Quantum Optimization Heuristics with an Application to Knapsack Problems
August 19, 2021
Optimization
Expectation Values from the Single-Layer Quantum Approximate Optimization Algorithm on Ising Problems
December 7, 2020
Prospects and challenges of quantum finance
November 12, 2020
Optimization
Inhomogeneous driving in quantum annealers can result in orders-of-magnitude improvements in performance
June 2, 2020
Optimization
A Quantum Interior Point Method for LPs and SDPs
October 21, 2019
Optimization
Quantum Algorithms for Portfolio Optimization
October 1, 2019
Chemistry Simulation
Towards the Simulation of Large Scale Protein-Ligand Interactions on NISQ-era Quantum Computers
January 17, 2022
Chemistry Simulation
Quantum Filter Diagonalization with Compressed Double-Factorized Hamiltonians
December 15, 2021
Chemistry Simulation
Local Expressive Quantum-Number-Preserving VQE Ansatze for Fermionic Systems
November 12, 2021
Chemistry Simulation
Analytical Ground- and Excited-State Gradients for Molecular Electronic Structure Theory from Hybrid Quantum/Classical Methods
October 11, 2021
Chemistry Simulation
Quantum Filter Diagonalization: Quantum Eigendecomposition without Full Quantum Phase Estimation
September 19, 2019
Chemistry Simulation
Quantum Computation of Electronic Transitions Using a Variational Quantum Eigensolver
June 12, 2019
Chemistry Simulation
Hybrid Quantum/Classical Derivative Theory: Analytical Gradients and Excited-State Dynamics for the Multistate Contracted Variational Quantum Eigensolver
June 1, 2019
Chemistry Simulation
A Jacobi Diagonalization and Anderson Acceleration Algorithm For Variational Quantum Algorithm Parameter Optimization
April 1, 2019
Other
Low depth amplitude estimation on a trapped ion quantum computer
September 20, 2021
Other
Low depth algorithms for quantum amplitude estimation
December 6, 2020
Other
Readiness of quantum optimization machines for industrial applications
July 2, 2019
Other
Decoherence of up to 8-qubit entangled states in a 16-qubit superconducting quantum processor
April 17, 2019
Other
On the complexity and verification of quantum random circuit sampling
October 29, 2018