Evgeny Andriyash

12 papers A* 3Journal 9
YearRankTypeTitle / Venue / Authors
2020 J jnl
A path towards quantum advantage in training deep generative models with quantum annealers.
Mach. Learn. Sci. Technol.
Walter Winci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin
2020 A* conf
Undirected Graphical Models as Approximate Posteriors.
ICML
Arash Vahdat, Evgeny Andriyash, William G. Macready
2019 J jnl
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers.
CoRR
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin
2019 J jnl
Learning Undirected Posteriors by Backpropagation through MCMC Updates.
CoRR
Arash Vahdat, Evgeny Andriyash, William G. Macready
2019 J jnl
PixelVAE++: Improved PixelVAE with Discrete Prior.
CoRR
Hossein Sadeghi, Evgeny Andriyash, Walter Vinci, Lorenzo Buffoni, Mohammad H. Amin
2018 A* conf
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors.
NeurIPS
Arash Vahdat, Evgeny Andriyash, William G. Macready
2018 J jnl
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors.
CoRR
Arash Vahdat, Evgeny Andriyash, William G. Macready
2018 A* conf
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations.
ICML
Arash Vahdat, William G. Macready, Zhengbing Bian, Amir Khoshaman, Evgeny Andriyash
2018 J jnl
Improved Gradient-Based Optimization Over Discrete Distributions.
CoRR
Evgeny Andriyash, Arash Vahdat, William G. Macready
2018 J jnl
Quantum Variational Autoencoder.
CoRR
Amir Khoshaman, Walter Vinci, Brandon Denis, Evgeny Andriyash, Mohammad H. Amin
2016 J jnl
Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines.
CoRR
Dmytro Korenkevych, Yanbo Xue, Zhengbing Bian, Fabián A. Chudak, William G. Macready, Jason Rolfe, Evgeny Andriyash
2016 J jnl
Global Warming: Temperature Estimation in Annealers.
Frontiers ICT
Jack Raymond, Sheir Yarkoni, Evgeny Andriyash