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Picture for Amir Khoshaman

Nonlocal optimization of binary neural networks


Apr 05, 2022
Amir Khoshaman, Giuseppe Castiglione, Christopher Srinivasa

* arXiv admin note: text overlap with arXiv:2203.16668 

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A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers


Dec 04, 2019
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin

* 20 pages, 14 figures 

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DVAE++: Discrete Variational Autoencoders with Overlapping Transformations


May 25, 2018
Arash Vahdat, William G. Macready, Zhengbing Bian, Amir Khoshaman, Evgeny Andriyash

* Published as a conference paper at International Conference on Machine Learning (ICML), 2018 

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Quantum Variational Autoencoder


Feb 15, 2018
Amir Khoshaman, Walter Vinci, Brandon Denis, Evgeny Andriyash, Mohammad H. Amin

* 12 pages, 3 figures, 2 tables 

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