Evgeny Andriyash

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 12

Top Topics

Generative Model

Prior Knowledge

Undirected Graphical Models

Discrete Geometry

Top Venues

Mach. Learn. Sci. Technol.

Publications

Arash Vahdat, Evgeny Andriyash, William G. Macready
Undirected Graphical Models as Approximate Posteriors. ICML (2020)
Walter Winci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin
A path towards quantum advantage in training deep generative models with quantum annealers. Mach. Learn. Sci. Technol. 1 (4) (2020)
Arash Vahdat, Evgeny Andriyash, William G. Macready
Learning Undirected Posteriors by Backpropagation through MCMC Updates. CoRR (2019)
Hossein Sadeghi, Evgeny Andriyash, Walter Vinci, Lorenzo Buffoni, Mohammad H. Amin
PixelVAE++: Improved PixelVAE with Discrete Prior. CoRR (2019)
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi, Amir Khoshaman, Evgeny Andriyash, Mohammad H. Amin
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers. CoRR (2019)
Arash Vahdat, William G. Macready, Zhengbing Bian, Amir Khoshaman, Evgeny Andriyash
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations. ICML (2018)
Arash Vahdat, Evgeny Andriyash, William G. Macready
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors. CoRR (2018)
Amir Khoshaman, Walter Vinci, Brandon Denis, Evgeny Andriyash, Mohammad H. Amin
Quantum Variational Autoencoder. CoRR (2018)
Arash Vahdat, Evgeny Andriyash, William G. Macready
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors. NeurIPS (2018)
Evgeny Andriyash, Arash Vahdat, William G. Macready
Improved Gradient-Based Optimization Over Discrete Distributions. CoRR (2018)
Jack Raymond, Sheir Yarkoni, Evgeny Andriyash
Global Warming: Temperature Estimation in Annealers. Frontiers ICT 3 (2016)
Dmytro Korenkevych, Yanbo Xue, Zhengbing Bian, Fabián A. Chudak, William G. Macready, Jason Rolfe, Evgeny Andriyash
Benchmarking Quantum Hardware for Training of Fully Visible Boltzmann Machines. CoRR (2016)