Algorithms and Theory
2024 · 63 papers
A Competitive Showcase of Quantum versus Classical Algorithms in Energy Coalition Formation
2024Mohseni et al.
Algorithms and Theory
A Constant Measurement Quantum Algorithm for Graph Connectivity
2024Balthasar et al.
Algorithms and Theory
A Graph-Theoretical Framework to Analyse Zero Discord Quantum States
2024Joshi, Singh, Kumar
Algorithms and Theory
A Knowledge Compilation Map for Quantum Information
2024Vinkhuijzen, Coopmans, Laarman
Algorithms and Theory
A Machine Learning Approach for Optimizing Hybrid Quantum Noise Clusters for Gaussian Quantum Channel Capacity
2024Chakraborty et al.
Algorithms and Theory
A quantum algorithm for learning a graph of bounded degree
2024Ferber, Hardiman
Algorithms and Theory
A route to quantum computing through the theory of quantum graphs
2024Razavinia, Haghighatdoost
Algorithms and Theory
Accelerating Quantum Algorithms with Precomputation
2024Huggins, McClean
Algorithms and Theory
Adaptive Learning for Quantum Linear Regression
2024Carugno, Cadrema, Cremonesi
Algorithms and Theory
Adversarial Robustness Guarantees for Quantum Classifiers
2024Dowling et al.
Algorithms and Theory
AltGraph Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization
2024Beaudoin, Palak, Ghosh
Algorithms and Theory
An unconditional distribution learning advantage with shallow quantum circuits
2024Pirnay et al.
Algorithms and Theory
Application of Quantum Tensor Networks for Protein Classification
2024Kundu et al.
Algorithms and Theory
Artificial Intelligence for Quantum Computing
2024Alexeev et al.
Algorithms and Theory
Automatic Structural Search of Tensor Network States including Entanglement Renormalization
2024Watanabe, Ueda
Algorithms and Theory
Challenges and opportunities in the supervised learning of quantum circuit outputs
2024Cantori, Pilati
Algorithms and Theory
Classical Verification of Quantum Learning Advantages with Noises
2024Ma, Su, Deng
Algorithms and Theory
Comparing Algorithms for Loading Classical Datasets into Quantum Memory
2024Miransky, Khan, Mendes
Algorithms and Theory
Complex-Phase Extensions of Szegedy Quantum Walk on Graphs
2024Ortega, Martin-Delgado
Algorithms and Theory
Detecting Errors in a Quantum Network with Pauli Checks
2024Gonzales et al.
Algorithms and Theory
Empirical Power of Quantum Encoding Methods for Binary Classification
2024De Luca et al.
Algorithms and Theory
Exploring Quantum Active Learning for Materials Design and Discovery
2024Lourenço et al.
Algorithms and Theory
Exponential Quantum Advantage for Pathfinding in Regular Sunflower Graphs
2024Li, Tong
Algorithms and Theory
Krylov Spread Complexity of Quantum-Walks
2024Jeevanesan
Algorithms and Theory
Layers of planar hexagonal heterostructure modeled by quantum graphs
2024Souza, Oliveira
Algorithms and Theory
Learning shallow quantum circuits
2024Huang et al.
Algorithms and Theory
Machine Learning for Quantum Computing Specialists
2024Goldschmith, Mahmud
Algorithms and Theory
Multidimensional Quantum Walks Recursion and Quantum Divide Conquer
2024Jeffery, Pass
Algorithms and Theory
Optimised Hybrid Classical-Quantum Algorithm for Accelerated Solution of Sparse Linear Systems
2024Singh
Algorithms and Theory
Potential of quantum scientific machine learning applied to weather modelling
2024Jaderberg et al.
Algorithms and Theory
Predicting quantum learnability from landscape fluctuation
2024Zhang Zhu, Wang
Algorithms and Theory
Q-CHOP Quantum constrained Hamiltonian optimization
2024Perlin et al.
Algorithms and Theory
QC-Forest a Classical-Quantum Algorithm to Provably Speedup Retraining of Random Forest
2024Yalovetzky et al.
Algorithms and Theory
Quadratic Advantage with Quantum Randomized Smoothing Applied to Time-Series Analysis
2024Franco et al.
Algorithms and Theory
Quantum Active Learning
2024Ding et al.
Algorithms and Theory
Quantum Advantage A Single Qubits Experimental Edge in Classical Data Storage
2024Ding et al.
Algorithms and Theory
Quantum Algorithm for Testing Graph Completeness
2024Giordano, Martin-Delgado
Algorithms and Theory
Quantum Algorithms in a Superposition of Spacetimes
2024Shmueli
Algorithms and Theory
Quantum Architecture Search with Unsupervised Representation Learning
2024Sun et al.
Algorithms and Theory
Quantum Automorphism Groups of Hypergraphs
2024Faroß
Algorithms and Theory
Quantum Circuit for Imputation of Missing Data
2024Sanavio et al.
Algorithms and Theory
Quantum Equilibrium Propagation Gradient-Descent Training of Quantum Systems
2024Scellier
Algorithms and Theory
Quantum Geometric Machine Learning
2024Perrier
Algorithms and Theory
Quantum Graph Optimization Algorithm
2024Huang et al.
Algorithms and Theory
Quantum Normalizing Flows for Anomaly Detection
2024Rosenhahn, Hirche
Algorithms and Theory
Quantum State Learning Implies Circuit Lower Bounds
2024Chia, Liang, Song
Algorithms and Theory
Quantum Supervised Learning
2024Macaluso
Algorithms and Theory
Quantum algorithms for matrix geometric means
2024Liu et al.
Algorithms and Theory
Quantum algorithms to simulate quadratic classical Hamiltonians and optimal control
2024Krovi
Algorithms and Theory
Quantum transport in randomized quantum graphs
2024Silva Bazeia Andrade
Algorithms and Theory
Quantum vs. Classical Machine Learning Algorithms for Software Defect Prediction Challenges and Opportunities
2024Nadim et al.
Algorithms and Theory
Quantum walk on simplicial complexes for simplicial community detection
2024Song
Algorithms and Theory
Robust Angle Finding for Generalized Quantum Signal Processing
2024Yamamoto, Yoshioka
Algorithms and Theory
Simple Hamiltonian dynamics is a powerful quantum processing resource
2024Sakurai et al.
Algorithms and Theory
Splitting Quantum Graphs
2024Smith, Sukhtayev
Algorithms and Theory
State estimation with quantum extreme learning machines beyond the scrambling time
2024Vetrano et al.
Algorithms and Theory
Testing and learning structured quantum Hamiltonians
2024Arunachalam, Dutt, Escudero Gutiérrez
Algorithms and Theory
Theoretical framework for quantum associative memories
2024Labay Mora et al.
Algorithms and Theory
Time series prediction of open quantum system dynamics
2024Wang, Wang
Algorithms and Theory
Using matrix-product states for time-series machine learning
2024Moore et al.
Algorithms and Theory
Variational methods for solving high dimensional quantum systems
2024Li
Algorithms and Theory
Yu Ben-David Quantum algorithms for hypergraph simplex finding
2024Unknown
Algorithms and Theory
httpsarxiv.orgpdf2401.04784
2024Rodriguez-Grasa, Ban, Sanz
Algorithms and Theory