Towards provably efficient quantum algorithms for large-scale machine learning models by Junyu Liu (15354315)

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Data for "Towards provably efficient quantum algorithms for large-scale machine-learning models" by Junyu Liu (479315)

“…<p>Data for "Towards provably efficient quantum algorithms for large-scale machine-learning models". …”

Supplementary file 1_Optimizing quantum convolutional neural network architectures for arbitrary data dimension.pdf by Changwon Lee (20812727)

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Near-Term Quantum Classification Algorithms Applied to Antimalarial Drug Discovery by Matthew A. Dorsey (19155409)

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Supplementary file 1_Hamiltonian formulations of centroid-based clustering.pdf by Myeonghwan Seong (21159605)

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Combining Deep Learning Neural Networks with Genetic Algorithms to Map Nanocluster Configuration Spaces with Quantum Accuracy at Low Computational Cost by Johnathan von der Heyde (16828390)

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DataSheet1_qCLUE: a quantum clustering algorithm for multi-dimensional datasets.pdf by Dhruv Gopalakrishnan (19834842)

“…<p>Clustering algorithms are at the basis of several technological applications, and are fueling the development of rapidly evolving fields such as machine learning. …”

An example of quantum circuits. by Hideaki Kawaguchi (2140900)

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Data and Code: Quantum Computer Benchmarking via Quantum Algorithms by Konstantinos Georgopoulos (12079826)

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Quantum Computing and peptide folding by Akshay Uttarkar (19699990)

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Table_1_Unveiling suspicious phishing attacks: enhancing detection with an optimal feature vectorization algorithm and supervised machine learning.DOCX by Maruf A. Tamal (18947776)

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Table_2_Unveiling suspicious phishing attacks: enhancing detection with an optimal feature vectorization algorithm and supervised machine learning.DOCX by Maruf A. Tamal (18947776)

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Quantum Artificial Intelligence (QAI) by Ali Bakhshi (12980129)

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Flowchart of the proposed BAOS algorithm. by Md Kislu Noman (18880239)

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Classical simulation of Grovers quantum algorithm by Jairo Ernesto Castillo (7854911)

“…<div><p>Abstract This paper in a didactic way, presents an introduction to quantum computing where some quantum formalisms are analyzed to finally address Grover's algorithm. …”

Quantum computing opportunities in synthetic biology by Gopal Peddinti (5810018)

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An introduction to quantum computing - teaching the basics by Taariq Surtee (22637900)

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Data_Sheet_1_Pneumonia detection by binary classification: classical, quantum, and hybrid approaches for support vector machine (SVM).pdf by Sai Sakunthala Guddanti (17739363)

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Confusion metrics of the proposed OFDA-CNN algorithm. by Md Kislu Noman (18880239)

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HOAX: a hyperparameter optimisation algorithm explorer for neural networks by Albert Thie (14562330)

“…Even though recent years have seen a significant growth in new algorithms and computational methods that speed up quantum chemical calculations, the bottleneck for trajectory-based methods to study photo-induced processes is still the huge number of electronic structure calculations. …”