Andrew Y. Ng

Top papers

• Latent dirichlet allocation

  David M. Blei, Andrew Y. Ng, Michael I. Jordan·2003·Journal of Machine Learning Research
  ↗ 27,017
• On Spectral Clustering: Analysis and an algorithm

  Andrew Y. Ng, Michael I. Jordan, Yair Weiss·2001
  ↗ 7,776
• Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

  Richard Socher, Alex Perelygin, Jean Y. Wu, et al.·2013
  ↗ 6,712OA
• Learning Word Vectors for Sentiment Analysis

  Andrew L. Maas, Raymond E. Daly, Peter T. Pham, et al.·2011
  ↗ 3,291
• Large Scale Distributed Deep Networks

  Jay B. Dean, Greg S. Corrado, Rajat Monga, et al.·2012
  ↗ 2,913
• Apprenticeship learning via inverse reinforcement learning

  Pieter Abbeel, Andrew Y. Ng·2004
  ↗ 2,855
• Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

  Awni Hannun, Pranav Rajpurkar, Masoumeh Haghpanahi, et al.·2018·Nature Medicine
  ↗ 2,848
• Distance Metric Learning with Application to Clustering with Side-Information

  Eric P. Xing, Michael I. Jordan, Stuart Russell, et al.·2002
  ↗ 2,708
• An analysis of single-layer networks in unsupervised feature learning

  Adam Coates, Andrew Y. Ng, Honglak Lee·2011
  ↗ 2,463
• Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

  Honglak Lee, Roger Grosse, Rajesh Ranganath, et al.·2009
  ↗ 2,442
• Efficient sparse coding algorithms

  Honglak Lee, Alexis Battle, Rajat Raina, et al.·2007·The MIT Press eBooks
  ↗ 2,389
• Multimodal Deep Learning

  Jiquan Ngiam, Aditya Khosla, Mingyu Kim, et al.·2011
  ↗ 2,293