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Andriy Mnih | Researchclopedia

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Andriy Mnih

53

Works

12,834

Citations

26

h-index

34

i10-index

Research Topics

Topic Modeling Generative Adversarial Networks and Image Synthesis Gaussian Processes and Bayesian Inference

Affiliations

Google (United States)2013–2021

University of Toronto2003–2010

DeepMind (United Kingdom)2013–2021

Oxford Centre for Computational Neuroscience2011–2012

University College London2011–2012

Top Works

Probabilistic Matrix Factorization

Andriy Mnih,Ruslan Salakhutdinov

20073,566 citations

Speech Recognition and Synthesis

Natural Language Processing Techniques

Restricted Boltzmann machines for collaborative filtering

Ruslan Salakhutdinov,Andriy Mnih,et al.

20071,871 citations

Bayesian probabilistic matrix factorization using Markov chain Monte Carlo

Ruslan Salakhutdinov,Andriy Mnih

20081,441 citations

The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Chris J. Maddison,Andriy Mnih,et al.

20161,036 citations

A Scalable Hierarchical Distributed Language Model

Andriy Mnih,Geoffrey E. Hinton

2008849 citations

The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Chris J. Maddison,Andriy Mnih,et al.

2016618 citations

Three new graphical models for statistical language modelling

Andriy Mnih,Geoffrey E. Hinton

2007578 citations

Learning word embeddings efficiently with noise-contrastive estimation

Andriy Mnih,Koray Kavukcuoglu

2013436 citations

Disentangling by Factorising

Hyunjik Kim,Andriy Mnih

2018423 citations