Andrew Y. Ng

University of Bonn (DE)

Research Areas

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H-index

123

Publications

355

Citations

142062

i10-index

247

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Latent dirichlet allocation	2003	26772
Latent Dirichlet Allocation	2002	12456
On Spectral Clustering: Analysis and an algorithm	2001	7636
Recursive Deep Models for Semantic Compositionalit...	2013	6822
Learning Word Vectors for Sentiment Analysis	2011	3209
Cardiologist-level arrhythmia detection and classi...	2018	3135
Apprenticeship learning via inverse reinforcement ...	2004	2866
Large Scale Distributed Deep Networks	2012	2834
CheXpert: A Large Chest Radiograph Dataset with Un...	2019	2683
Distance Metric Learning with Application to Clust...	2002	2672

Publications

1.
Latent dirichlet allocation
Year: 2003Citations: 26772DOI: 10.5555/944919.944937
2.
Latent Dirichlet Allocation
Year: 2002Citations: 12456DOI: 10.7551/mitpress/1120.003.0082
3.
On Spectral Clustering: Analysis and an algorithm
Year: 2001Citations: 7636
4.
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Year: 2013Citations: 6822DOI: 10.18653/v1/d13-1170
5.
Learning Word Vectors for Sentiment Analysis
Year: 2011Citations: 3209
6.
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Year: 2018Citations: 3135DOI: 10.1038/s41591-018-0268-3
7.
Apprenticeship learning via inverse reinforcement learning
Year: 2004Citations: 2866DOI: 10.1145/1015330.1015430
8.
Large Scale Distributed Deep Networks
Year: 2012Citations: 2834
9.
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
Year: 2019Citations: 2683DOI: 10.1609/aaai.v33i01.3301590
10.
Distance Metric Learning with Application to Clustering with Side-Information
Year: 2002Citations: 2672

About Andrew Y. Ng

Andrew Y. Ng is a researcher with 355 publications and 142062 citations. They are affiliated with University of Bonn. Their research focuses on . With an h-index of 123, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Research Area Breakdown

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Impact Metrics Over Time

Citations per publication by year