Peptide binding classification on quantum computers Charles LondonDouglas BrownKonstantinos Meichanetzidis Research Article 10 June 2024 Article: 35
Solving the vehicle routing problem via quantum support vector machines Nishikanta MohantyBikash K. BeheraChristopher Ferrie Research Article Open access 06 June 2024 Article: 34
Quantum optimization for training quantum neural networks Yidong LiaoMin-Hsiu HsiehChris Ferrie Research Article Open access 01 June 2024 Article: 33
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction Yang QianYuxuan DuDacheng Tao Research Article Open access 24 May 2024 Article: 32
Quantum support vector machines for classification and regression on a trapped-ion quantum computer Teppei SuzukiTakashi HasebeTsubasa Miyazaki Research Article Open access 18 May 2024 Article: 31
Correction: Learning with density matrices and random features Fabio A. GonzálezAlejandro GallegoVladimir Vargas-Calderón Correction Open access 14 May 2024 Article: 30
Exploring the features of quanvolutional neural networks for improved image classification Tuan Hai VuLawrence H. LeThe Bao Pham Research Article 13 May 2024 Article: 29
Quantum state tomography using quantum machine learning Nouhaila InnanOwais Ishtiaq SiddiquiMohamed Bennai Research Article 07 May 2024 Article: 28
Improved financial forecasting via quantum machine learning Sohum ThakkarSkander KazdaghliSamurai Brito Research Article Open access 07 May 2024 Article: 27
Quantum deep learning-based anomaly detection for enhanced network security Moe HdaibSutharshan RajasegararLei Pan Research Article Open access 02 May 2024 Article: 26
Permutation invariant encodings for quantum machine learning with point cloud data Jamie HeredgeCharles HillMartin Sevior Research Article Open access 02 May 2024 Article: 25
A novel approach for quantum financial simulation and quantum state preparation Yen-Jui ChangWei-Ting WangChing-Ray Chang Research 25 April 2024 Article: 24
A quantum k-nearest neighbors algorithm based on the Euclidean distance estimation Enrico ZardiniEnrico BlanzieriDavide Pastorello Research Article Open access 23 April 2024 Article: 23
A parameterized quantum circuit for estimating distribution measures Or PeretzMichal Koren Research Article Open access 23 April 2024 Article: 22
From conceptual spaces to quantum concepts: formalising and learning structured conceptual models Sean TullRazin A. ShaikhStephen Clark Research Article 15 April 2024 Article: 21
Behavior prediction of fiber optic temperature sensor based on hybrid classical quantum regression model T. KanimozhiS. SrideviAmirthalingam Sathasivam Research Article 04 April 2024 Article: 20
Hybrid classical-quantum transfer learning for text classification Ebrahim Ardeshir-LarijaniMohammad Mahdi Nasiri Fatmehsari Research Article 17 March 2024 Article: 19
Parallel hybrid quantum-classical machine learning for kernelized time-series classification Jack S. BakerGilchan ParkSantosh Kumar Radha Research Article 10 March 2024 Article: 18
Classification of data with a qudit, a geometric approach Aikaterini MandilaraBabette DellenDimitris Syvridis Research Article Open access 07 March 2024 Article: 17
A quantum procedure for estimating information gain in Boolean classification task Michal KorenOr Peretz Research Article Open access 05 March 2024 Article: 16
Distributed quantum neural networks via partitioned features encoding Yoshiaki Kawase Research Article Open access 04 March 2024 Article: 15
Expressive quantum supervised machine learning using Kerr-nonlinear parametric oscillators Yuichiro MoriKouhei NakajiShiro Kawabata Research Article Open access 04 March 2024 Article: 14
Quantum transfer learning for acceptability judgements Giuseppe BuonaiutoRaffaele GuarasciMassimo Esposito Review Article Open access 04 March 2024 Article: 13
Grover’s search with learning oracle for constrained binary optimization problems Hiroshi Ohno Research Article 24 February 2024 Article: 12
Quantum convolutional neural networks with interaction layers for classification of classical data Jishnu MahmudRaisa MashturaMohammad Saquib Review Article 21 February 2024 Article: 11
A kernel-based quantum random forest for improved classification Maiyuren SrikumarCharles D. HillLloyd C. L. Hollenberg Research 07 February 2024 Article: 10
The effects of quantum hardware properties on the performances of variational quantum learning algorithms Giuseppe BuonaiutoFrancesco GargiuloMarco Pota Research Article Open access 05 February 2024 Article: 9
Quantum neural networks successfully calibrate language models Jogi Suda NetoLluis Quiles ArdilaFelipe Fernandes Fanchini Research Article 05 February 2024 Article: 8
Financial fraud detection using quantum graph neural networks Nouhaila InnanAbhishek SawaikaMohamed Bennai Research Article 01 February 2024 Article: 7
Generative model for learning quantum ensemble with optimal transport loss Hiroyuki TezukaShumpei UnoNaoki Yamamoto Research Article Open access 31 January 2024 Article: 6
Quantum Gaussian process regression for Bayesian optimization Frederic RappMarco Roth Research Article Open access 30 January 2024 Article: 5
Quantum sparse coding Yaniv RomanoHarel PrimackRuti Ben Shlomi Research Article 30 January 2024 Article: 4
On neural quantum support vector machines Lars SimonManuel Radons Research Article 22 January 2024 Article: 3
Deep Q-learning with hybrid quantum neural network on solving maze problems Hao-Yuan ChenYen-Jui ChangChing-Ray Chang Research Article Open access 08 January 2024 Article: 2
Quantum circuit fidelity estimation using machine learning Avi VadaliRutuja KshirsagarGabriel N. Perdue Research Article 15 December 2023 Article: 1
The cross-sectional stock return predictions via quantum neural network and tensor network Nozomu KobayashiYoshiyuki SuimonKosuke Mitarai Research Article Open access 07 December 2023 Article: 46
Time series quantum classifiers with amplitude embedding M. P. CuéllarC. CanoL. Servadei Research Article Open access 27 November 2023 Article: 45
A hybrid quantum-classical approach for inference on restricted Boltzmann machines Mārtiņš KālisAndris LocānsAndris Ambainis Research Article 21 November 2023 Article: 44
A semi-agnostic ansatz with variable structure for variational quantum algorithms M. BilkisM. CerezoLukasz Cincio Research Open access 18 November 2023 Article: 43
Conditional generative models for learning stochastic processes Salvatore CertoAnh PhamAndrew Vlasic Research Article 13 October 2023 Article: 42
Quantum convolutional neural networks for multi-channel supervised learning Anthony M. SmaldoneGregory W. KyroVictor S. Batista Research Article 09 October 2023 Article: 41
Interaction graph-based characterization of quantum benchmarks for improving quantum circuit mapping techniques Medina BandicCarmen G. AlmudeverSebastian Feld Research Article Open access 06 October 2023 Article: 40
Resource saving via ensemble techniques for quantum neural networks Massimiliano IncudiniMichele GrossiDavid Windridge Research Article Open access 29 September 2023 Article: 39
Hybrid quantum ResNet for car classification and its hyperparameter optimization Asel SagingalievaMo KordzanganehDavid Von Dollen Research Article Open access 29 September 2023 Article: 38
A quantum “black box” for entropy calculation Michal KorenOded KorenOr Peretz Research Article Open access 31 August 2023 Article: 37
Data re-uploading with a single qudit Noah L. WachManuel S. RudolphSebastian Schmitt Research Article Open access 14 August 2023 Article: 36
Comparing quantum and classical machine learning for Vector Boson Scattering background reduction at the Large Hadron Collider Davide CuginiDario GeraceDavide Valsecchi Research Article Open access 09 August 2023 Article: 35
Classical splitting of parametrized quantum circuits Cenk TüysüzGiuseppe ClementeKarl Jansen Research Article Open access 01 August 2023 Article: 34
Quantum boosting using domain-partitioning hypotheses Sagnik ChatterjeeRohan BhatiaDebajyoti Bera Research Article 27 July 2023 Article: 33
The effect of the processing and measurement operators on the expressive power of quantum models Aikaterini (Katerina) GratseaPatrick Huembeli Research Article 27 July 2023 Article: 32
