Quantum bandits Balthazar CasaléGiuseppe Di MolfettaLiva Ralaivola Research Article 06 August 2020 Article: 11
Error-mitigated data-driven circuit learning on noisy quantum hardware Kathleen E. HamiltonRaphael C. Pooser Research Article 28 July 2020 Article: 10
Analysis and synthesis of feature map for kernel-based quantum classifier Yudai SuzukiHiroshi YanoNaoki Yamamoto Research Article 28 July 2020 Article: 9
Quantum-classical reinforcement learning for decoding noisy classical parity information Daniel K. ParkJonghun ParkJune-Koo Kevin Rhee Research Article 21 July 2020 Article: 8
Implementation of a Hamming distance–like genomic quantum classifier using inner products on ibmqx2 and ibmq_16_melbourne Kunal KathuriaAakrosh RatanStefan Bekiranov Research Article Open access 17 July 2020 Article: 7
On quantum ensembles of quantum classifiers Amira AbbasMaria SchuldFrancesco Petruccione Research Article 18 June 2020 Article: 6
A reinforcement learning approach for quantum state engineering Jelena MackeprangDurga B. Rao DasariJörg Wrachtrup Research Article 11 May 2020 Article: 5
Accuracy and minor embedding in subqubo decomposition with fully connected large problems: a case study about the number partitioning problem Luca AsproniDavide CaputoMarco Magagnini Research Article Open access 19 March 2020 Article: 4
Decoding surface code with a distributed neural network–based decoder Savvas VarsamopoulosKoen BertelsCarmen G. Almudever Research Article Open access 13 March 2020 Article: 3
Quanvolutional neural networks: powering image recognition with quantum circuits Maxwell HendersonSamriddhi ShakyaTristan Cook Research Article 27 February 2020 Article: 2
Quantum learning with noise and decoherence: a robust quantum neural network Nam H. NguyenElizabeth C. BehrmanJames E. Steck Research Article 31 January 2020 Article: 1