Andriy Mnih
Publications by Year
Research Areas
Topic Modeling, Generative Adversarial Networks and Image Synthesis, Gaussian Processes and Bayesian Inference, Speech Recognition and Synthesis, Natural Language Processing Techniques
Most-Cited Works
- Probabilistic Matrix Factorization(2007)
- → Restricted Boltzmann machines for collaborative filtering(2007)1,870 cited
- → Bayesian probabilistic matrix factorization using Markov chain Monte Carlo(2008)1,440 cited
- → The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables(2016)1,036 cited
- A Scalable Hierarchical Distributed Language Model(2008)
- → Three new graphical models for statistical language modelling(2007)578 cited
- Learning word embeddings efficiently with noise-contrastive estimation(2013)
- → Disentangling by Factorising(2018)423 cited