George E. Dahl

Publications by Year

Research Areas

Advanced Neural Network Applications, Speech Recognition and Synthesis, Machine Learning and Data Classification, Speech and Audio Processing, Music and Audio Processing

Most-Cited Works

• → Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups(2012)10,207 cited
• On the importance of initialization and momentum in deep learning(2013)
• → Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition(2011)3,067 cited
• → Neural Message Passing for Quantum Chemistry(2017)2,978 cited
• Deep Neural Networks for Acoustic Modeling in Speech Recognition(2012)
• → Acoustic Modeling Using Deep Belief Networks(2011)1,741 cited
• → Improving deep neural networks for LVCSR using rectified linear units and dropout(2013)1,272 cited
• → Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships(2015)1,171 cited
• Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI 2010)(2010)