Concepedia

Andriy Mnih

AM

Statistics

Publications

32

Citations

12.7K

H-Index

25

Active since

2003

Affiliations

Google (United States)(Current)

University of Toronto

Google DeepMind (United Kingdom)

University College London

Oxford Centre for Computational Neuroscience

Andriy Mnih is an author at Google (United States) specializing in machine learning, engineering, and data science.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceDeep LearningStatistical InferenceStatisticsSupervised LearningText MiningNatural Language Processing

Publications per year

2003–2020

32

Publications

32

Probabilistic Matrix Factorization

Andriy Mnih, Ruslan Salakhutdinov · Neural Information Processing Systems · 2007 · 3.6K citations

Engineering, Machine Learning, Imbalanced Netflix Dataset +17

Restricted Boltzmann machines for collaborative filtering

Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hinton · 2007 · 1.9K citations

Group Recommenders, Engineering, Information Retrieval +14

Bayesian probabilistic matrix factorization using Markov chain Monte Carlo

Ruslan Salakhutdinov, Andriy Mnih · 2008 · 1.4K citations

Bayesian Statistic, Engineering, Machine Learning +16

The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Chris J. Maddison, Andriy Mnih, Yee Whye Teh · arXiv (Cornell University) · 2016 · 1K citations · Full text

Concrete Relaxations, Machine Learning, Engineering +19

A Scalable Hierarchical Distributed Language Model

Andriy Mnih, Geoffrey E. Hinton · 2008 · 849 citations

1–5 of 32