Quantum Machine Learning

3,957 papers

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

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All sources 3957 arXiv preprints 2660 Crossref 606 OpenAlex 30 Europe PMC 290 PubMed 285 DOAJ 86

Showing 2425-2436 of 3,957

Dynamical transition in controllable quantum neural networks with large depth

Bingzhi Zhang, Junyu Liu, Xiao-Chuan Wu, Liang Jiang, Quntao Zhuang

2023 arXiv arXiv preprint

Effect of alternating layered ansatzes on trainability of projected quantum kernel

Yudai Suzuki, Muyuan Li

2023 arXiv arXiv preprint

Effects of Dapagliflozin on EChOcardiographic Measures of CarDiac StructurE and Function in Patients with Chronic Kidney Disease: The DECODE-CKD Trial.

Bartholdy KV, Johansen ND, Landler N, Skaarup KG, Jensen J, Bressendorff I, Schou M, Christensen J, Feldt-Rasmussen B, Vaduganathan M, Solomon S, Haynes R, Persson F, Rossing P, Køber L, Zannad F, Hansen D, Biering-Sørensen T

2023 PubMed Kidney360

Efficient characterization of blinking quantum emitters from scarce data sets via machine learning

G. Landry, C. Bradac

2023 arXiv arXiv preprint

Efficient Finite Initialization with Partial Norms for Tensorized Neural Networks and Tensor Networks Algorithms

Alejandro Mata Ali, Iñigo Perez Delgado, Marina Ristol Roura, Aitor Moreno Fdez. de Leceta

2023 arXiv arXiv preprint

Efficient Quantum Counting and Quantum Content-Addressable Memory for DNA similarity

Jan Balewski, Daan Camps, Katherine Klymko, Andrew Tritt

2023 arXiv arXiv preprint

Efficient Quantum Mixed-State Tomography with Unsupervised Tensor Network Machine Learning

Wen-jun Li, Kai Xu, Heng Fan, Shi-ju Ran, Gang Su

2023 arXiv arXiv preprint

Efficient quantum recurrent reinforcement learning via quantum reservoir computing

Samuel Yen-Chi Chen

2023 arXiv arXiv preprint

Efforts to Grow the Character and Behavior of Pro-Environment and Agriculture from an Early Age with Quantum Learning Method at SDN Kalianyar 2 Bondowoso

Melody Angel Masadi, Husaini Maulana, Alicia Cherie Chandra, Abdul Latif, Fahad Fauzan Al Munawar, Nurman Maulana Ikhsan, Danil Eka Fahrudin, Nur Afifah, Irma Rahmawati, M. Rizky Eka Putra Vi Safrillah

2023 Crossref Community Development Journal

Electronic Structure Prediction of Multi-million Atom Systems Through Uncertainty Quantification Enabled Transfer Learning

Shashank Pathrudkar, Ponkrshnan Thiagarajan, Shivang Agarwal, Amartya S. Banerjee, Susanta Ghosh

2023 arXiv arXiv preprint

Encoding optimization for quantum machine learning demonstrated on a superconducting transmon qutrit

Shuxiang Cao, Weixi Zhang, Jules Tilly, Abhishek Agarwal, Mustafa Bakr, Giulio Campanaro, Simone D Fasciati, James Wills, Boris Shteynas, Vivek Chidambaram, Peter Leek, Ivan Rungger

2023 arXiv arXiv preprint

Engineered dissipation to mitigate barren plateaus

Antonio Sannia, Francesco Tacchino, Ivano Tavernelli, Gian Luca Giorgi, Roberta Zambrini

2023 arXiv arXiv preprint
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