KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search

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KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search

25 June 2024

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Papers citing "KANQAS: Kolmogorov-Arnold Network for Quantum Architecture Search"

14 / 14 papers shown

Title
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 244 0 0 17 Feb 2025
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 105 13 0 02 Oct 2024
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability Kunpeng Xu Lifei Chen Shengrui Wang AI4TS 93 66 0 04 Jun 2024
A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting Remi Genet Hugo Inzirillo AI4TS 115 45 0 04 Jun 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 292 569 0 30 Apr 2024
Curriculum reinforcement learning for quantum architecture search under hardware errors Yash J. Patel Akash Kundu M. Ostaszewski X. Bonet-Monroig Vedran Dunjko Onur Danaci 60 26 0 05 Feb 2024
Enhancing variational quantum state diagonalization using reinforcement learning techniques Akash Kundu Przemyslaw Bedelek M. Ostaszewski Onur Danaci Yash J. Patel Vedran Dunjko Jaroslaw Adam Miszczak 101 9 0 19 Jun 2023
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits Hanrui Wang Yongshan Ding Jiaqi Gu Zirui Li Chengyue Wu David Z. Pan Frederic T. Chong Song Han 85 185 0 22 Jul 2021
Quantum Architecture Search via Deep Reinforcement Learning En-Jui Kuo Yao-Lung L. Fang Samuel Yen-Chi Chen AI4CE 69 89 0 15 Apr 2021
Reinforcement learning for optimization of variational quantum circuit architectures M. Ostaszewski Lea M. Trenkwalder Wojciech Masarczyk Eleanor Scerri Vedran Dunjko 75 144 0 30 Mar 2021
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 117 2,546 0 16 Dec 2020
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 109 140 0 20 Oct 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 278 667 0 28 Jul 2020
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 177 7,678 0 22 Sep 2015

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