Algorithms and Theory
2025 · 53 papers
A Quantum Bagging Algorithm with Unsupervised Base Learners for Label Corrupted Datasets
2025Rathi, Kumar
Algorithms and Theory
A Quantum Tensor Network-Based Viewpoint for Modeling and Analysis of Time Series Data
2025Vipulananthan et al.
Algorithms and Theory
A resource theory of asynchronous quantum information processing
2025Kim, Chitambar, Leditzky
Algorithms and Theory
Advances in Quantum Genetic Algorithms
2025Lima, Saini, Al-Kuwari
Algorithms and Theory
Alavi et al. Quantum Semi-Random Forests for Qubit-Efficient Recommender Systems
2025Unknown
Algorithms and Theory
An Efficient Quantum Classifier Based on Hamiltonian Representations
2025Tiblias et al.
Algorithms and Theory
Artificial intelligence for representing and characterizing quantum systems
2025Du et al.
Algorithms and Theory
Automated Quantum Algorithm Synthesis
2025Rouillard, Lourens, Petruccione
Algorithms and Theory
Behind the scenes of the Quantum Extreme Learning Machines
2025De Lorenzis et al.
Algorithms and Theory
Data Complexity Measures for Quantum Circuits Architecture Recommendation
2025Paula Neto
Algorithms and Theory
Embedding of Tree Tensor Networks into Shallow Quantum Circuits
2025Sugawara et al.
Algorithms and Theory
Evaluating the performance of quantum process units at large width and depth
2025Montanez-Barrera, Michielsen, Neira
Algorithms and Theory
Experimental investigation of single qubit quantum classifier with small number of samples
2025Abe et al.
Algorithms and Theory
Exponential advantage in continuous-variable quantum state learning
2025Coroi, Oh
Algorithms and Theory
Extreme Events of Quantum Walks on Graphs
2025Vyas, Santhanam
Algorithms and Theory
Galvis-Florez Farooq Särkkä Quantum-assisted Gaussian process regression using random Fourier features
2025Unknown
Algorithms and Theory
Generative quantum advantage for classical and quantum problems
2025Huang et al.
Algorithms and Theory
Groppe Uotila Groppe Opportunities and Challenges for Data Quality in the Era of Quantum Computing
2025Unknown
Algorithms and Theory
Hybrid quantum tensor networks for aeroelastic applications
2025Lautaro Hickmann et al.
Algorithms and Theory
Implementing advanced trial wave functions in fermion quantum Monte Carlo via stochastic sampling
2025Xiao, Xiang
Algorithms and Theory
Kumar Adhikari Combinatorial structures in quantum correlation A new perspective
2025Unknown
Algorithms and Theory
Learning Circuits with Infinite Tensor Networks
2025Gibbs, Cincio
Algorithms and Theory
Learning Feasible Quantum States for Quadratic Constrained Binary Optimization Problems
2025Wilkie et al.
Algorithms and Theory
Limitations of Amplitude Encoding on Quantum Classification
2025Wang et al.
Algorithms and Theory
Materials Discovery With Quantum-Enhanced Machine Learning Algorithms
2025Graña et al.
Algorithms and Theory
Multiparticle quantum walks for distinguishing hard graphs
2025Kasture et al.
Algorithms and Theory
New Quantum Algorithm for Principal Component Analysis
2025Nghiem
Algorithms and Theory
Nonparametric Learning Non-Gaussian Quantum States of Continuous Variable Systems
2025Markovich, Liu, Tura
Algorithms and Theory
On the Transfer of Knowledge in Quantum Algorithms
2025Villar-Rodriguez et al.
Algorithms and Theory
Optimization Driven Quantum Circuit Reduction
2025Rosenhahn, Osborne, Hirche
Algorithms and Theory
Optimizing Low-Energy Carbon IIoT Systems with Quantum Algorithms Performance Evaluation and Noise Robustness
2025Dave et al.
Algorithms and Theory
Provable Quantum Algorithm Advantage for Gaussian Process Quadrature
2025Galvis-Florez, Farooq, Särkkä
Algorithms and Theory
Provably faster randomized and quantum algorithms for k-means clustering via uniform sampling
2025Chen et al.
Algorithms and Theory
Quantum Circuits for High-Dimensional Absolutely Maximally Entangled States
2025Casas et al.
Algorithms and Theory
Quantum Classifiers with Trainable Kernel
2025Xu et al.
Algorithms and Theory
Quantum Computing for Large-scale Network Optimization Opportunities and Challenges
2025Macaluso et al.
Algorithms and Theory
Quantum Computing for Optimizing Aircraft Loading
2025Kaushik et al.
Algorithms and Theory
Quantum Computing from Graphs
2025Khesin
Algorithms and Theory
Quantum Gradient Flow Algorithm for Symmetric Positive Definite Systems via Quantum Eigenvalue Transformation Towards Quantum CAE
2025Lewis Terashima et al.
Algorithms and Theory
Quantum Learning with Tunable Loss Functions
2025Qiu, Pira, Rebentrost
Algorithms and Theory
Quantum Relational Knowledge Distillation
2025Liu et al.
Algorithms and Theory
Quantum Synthetic Data Generation for Industrial Bioprocess Monitoring
2025Gibford et al.
Algorithms and Theory
Quantum algorithms for matrix geometric means
2025Liu et al.
Algorithms and Theory
Quantum algorithms through graph composition
2025Cornelissen
Algorithms and Theory
Quantum circuit for exponentiation of Hamiltonians an algorithmic description based on tensor products
2025Fleury, Lacomme
Algorithms and Theory
Quantum machine unlearning
2025Su et al.
Algorithms and Theory
Quantum-Informed Machine Learning for Chaotic Systems
2025Wang, Xue, Coveney
Algorithms and Theory
Solvable Quantum Circuits in Tree1 Dimensions
2025Breach et al.
Algorithms and Theory
Supervised Similarity for High-Yield Corporate Bonds with Quantum Cognition Machine Learning
2025Rosaler et al.
Algorithms and Theory
The Grand Challenge of Quantum Applications
2025Babbush et al.
Algorithms and Theory
Towards efficient quantum algorithms for diffusion probability models
2025Wang et al.
Algorithms and Theory
Unsupervised Techniques to Detect Quantum Chaos
2025Nemirovsky et al.
Algorithms and Theory
Variational decision diagrams for quantum-inspired machine learning applications
2025Acevedo-Mancera, Vargas-Calderon, Vinck-Posada
Algorithms and Theory