{"total":31,"rows":[{"id":"2101.11020","title":"Supervised quantum machine learning models are kernel methods","created":"2021-01-26","cited_by_count":200,"area":null},{"id":"2101.08448","title":"Noisy intermediate-scale quantum (NISQ) algorithms","created":"2021-01-21","cited_by_count":79,"area":null},{"id":"2305.02881","title":"Trainability barriers and opportunities in quantum generative modeling","created":"2023-05-04","cited_by_count":36,"area":null},{"id":"2401.11351","title":"A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance","created":"2024-01-21","cited_by_count":32,"area":null},{"id":"2106.12974","title":"Tensor networks for unsupervised machine learning","created":"2021-06-24","cited_by_count":21,"area":null},{"id":"2103.06720","title":"Variational inference with a quantum computer","created":"2021-03-11","cited_by_count":18,"area":null},{"id":"2311.11258","title":"Tensor networks for interpretable and efficient quantum-inspired machine learning","created":"2023-11-19","cited_by_count":17,"area":null},{"id":"2202.08177","title":"Generative modeling with projected entangled-pair states","created":"2022-02-16","cited_by_count":16,"area":null},{"id":"2103.06872","title":"Tensor networks and efficient descriptions of classical data","created":"2021-03-11","cited_by_count":13,"area":null},{"id":"2405.20237","title":"Training-efficient density quantum machine learning","created":"2024-05-30","cited_by_count":11,"area":null},{"id":"2102.06697","title":"Matching Point Sets with Quantum Circuit Learning","created":"2021-02-12","cited_by_count":10,"area":null},{"id":"2101.03154","title":"Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification","created":"2021-01-08","cited_by_count":9,"area":null},{"id":"2310.20498","title":"Generative Learning of Continuous Data by Tensor Networks","created":"2023-10-31","cited_by_count":9,"area":null},{"id":"2109.04298","title":"Quantum Machine Learning for Finance","created":"2021-09-09","cited_by_count":7,"area":null},{"id":"2303.11249","title":"What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement","created":"2023-03-20","cited_by_count":4,"area":null},{"id":"2110.04253","title":"F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits","created":"2021-10-08","cited_by_count":3,"area":null},{"id":"2206.07559","title":"Bayesian Learning of Parameterised Quantum Circuits","created":"2022-06-15","cited_by_count":3,"area":null},{"id":"2207.02346","title":"Many-body localized hidden generative models","created":"2022-07-05","cited_by_count":3,"area":null},{"id":"2302.12906","title":"Generative Invertible Quantum Neural Networks","created":"2023-02-24","cited_by_count":3,"area":null},{"id":"2107.00195","title":"Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity","created":"2021-07-01","cited_by_count":2,"area":null},{"id":"2209.09098","title":"Deep tensor networks with matrix product operators","created":"2022-09-16","cited_by_count":2,"area":null},{"id":"2306.14787","title":"Distributive Pre-Training of Generative Modeling Using Matrix-Product States","created":"2023-06-26","cited_by_count":2,"area":null},{"id":"2602.22255","title":"Deep Sequence Modeling with Quantum Dynamics: Language as a Wave Function","created":"2026-02-24","cited_by_count":2,"area":null},{"id":"2308.04082","title":"Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK","created":"2023-08-08","cited_by_count":1,"area":null},{"id":"2308.08448","title":"Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance","created":"2023-08-15","cited_by_count":1,"area":null},{"id":"2511.13514","title":"A Quantum Tensor Network-Based Viewpoint for Modeling and Analysis of Time Series Data","created":"2025-11-17","cited_by_count":1,"area":null},{"id":"2211.10418","title":"Sample-efficient Quantum Born Machine through Coding Rate Reduction","created":"2022-11-14","cited_by_count":0,"area":null},{"id":"2303.16955","title":"Quantum Generative Modeling using Parameterized Quantum Circuits","created":"2023-03-25","cited_by_count":0,"area":null},{"id":"2602.17281","title":"Quantum Scrambling Born Machine","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2603.12026","title":"Efficient Generative Modeling with Unitary Matrix Product States Using Riemannian Optimization","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2604.20882","title":"HHL with a Coherent Fourier Oracle: A Proof-of-Concept Quantum Architecture for Joint Melody-Harmony Generation","created":"2026-04-13","cited_by_count":0,"area":null}],"next_cursor":null}