{"total":15,"rows":[{"id":"2405.00781","title":"Barren Plateaus in Variational Quantum Computing","created":"2024-05-01","cited_by_count":133,"area":null},{"id":"2312.09121","title":"Does provable absence of barren plateaus imply classical simulability?","created":"2023-12-14","cited_by_count":80,"area":null},{"id":"2108.13421","title":"Recent advances for quantum classifiers","created":"2021-08-30","cited_by_count":35,"area":null},{"id":"2110.14753","title":"Subtleties in the trainability of quantum machine learning models","created":"2021-10-27","cited_by_count":33,"area":null},{"id":"2108.01039","title":"Quantum machine learning of large datasets using randomized measurements","created":"2021-08-02","cited_by_count":30,"area":null},{"id":"2404.10044","title":"Variational quantum simulation: a case study for understanding warm starts","created":"2024-04-15","cited_by_count":14,"area":null},{"id":"2407.17706","title":"Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey","created":"2024-07-25","cited_by_count":10,"area":null},{"id":"2111.07952","title":"Stochastic Gradient Line Bayesian Optimization for Efficient Noise-Robust Optimization of Parameterized Quantum Circuits","created":"2021-11-15","cited_by_count":7,"area":null},{"id":"2304.13571","title":"Quantum Natural Policy Gradients: Towards Sample-Efficient Reinforcement Learning","created":"2023-04-26","cited_by_count":6,"area":null},{"id":"2205.02666","title":"LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks","created":"2022-05-05","cited_by_count":3,"area":null},{"id":"2503.05602","title":"On the similarity of bandwidth-tuned quantum kernels and classical kernels","created":"2025-03-07","cited_by_count":3,"area":null},{"id":"2503.16361","title":"Enhancing variational quantum algorithms by balancing training on classical and quantum hardware","created":"2025-03-20","cited_by_count":3,"area":null},{"id":"2405.01606","title":"Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies","created":"2024-05-02","cited_by_count":2,"area":null},{"id":"2203.14452","title":"Optimisation-free Classification and Density Estimation with Quantum Circuits","created":"2022-03-28","cited_by_count":1,"area":null},{"id":"2610.09425","title":"What a Reporting Convention Hides: A Matched-Budget Audit of Quantum Natural Gradient with an Exactly Computed Metric","created":"2026-10-07","cited_by_count":0,"area":null}],"next_cursor":null}