Amir Khoshaman

According to our database, Amir Khoshaman authored at least 7 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Nonlocal optimization of binary neural networks.

Amir Khoshaman, Giuseppe Castiglione, Christopher Srinivasa

CoRR, 2022

2020

A path towards quantum advantage in training deep generative models with quantum annealers.

Walter Winci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin

Mach. Learn. Sci. Technol., 2020

2019

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

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

CoRR, 2019

2018

Quantum Variational Autoencoder.

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

CoRR, 2018

DVAE++: Discrete Variational Autoencoders with Overlapping Transformations.

Arash Vahdat, William G. Macready, Zhengbing Bian, Amir Khoshaman

CoRR, 2018

GumBolt: Extending Gumbel trick to Boltzmann priors.

Amir H. Khoshaman, Mohammad H. Amin

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

DVAE++: Discrete Variational Autoencoders with Overlapping Transformations.

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

Proceedings of the 35th International Conference on Machine Learning, 2018