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cs.LG2020
Generative Adversarial Stacked Autoencoders
Ariel Ruiz-Garcia, Ibrahim Almakky, Vasile Palade +1
Generative Adversarial Networks (GANs) have become predominant in image generation tasks. Their success is attributed to the training regime which employs two models: a generator G…
cs.LG2019
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
In this paper, we have proposed a deep quantum SVM formulation, and further demonstrated a quantum-clustering framework based on the quantum deep SVM formulation, deep convolutiona…
cs.LG2018
An Investigation on Support Vector Clustering for Big Data in Quantum Paradigm
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
The support vector clustering algorithm is a well-known clustering algorithm based on support vector machines using Gaussian or polynomial kernels. The classical support vector clu…