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Jeffrey Pennington | Researchclopedia

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Jeffrey Pennington

91

Works

37,840

Citations

30

h-index

49

i10-index

Research Topics

Neural Networks and Applications Gaussian Processes and Bayesian Inference Stochastic Gradient Optimization Techniques

Affiliations

University of Southern California2007–2007

Google (United States)2015–2024

Centre National de la Recherche Scientifique2014–2014

Durham University2014–2014

Princeton University2007–2007

Top Works

Glove: Global Vectors for Word Representation

Jeffrey Pennington,Richard Socher,et al.

201433,382 citations

Machine Learning and Data Classification

Adversarial Robustness in Machine Learning

Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions

Richard Socher,Jeffrey Pennington,et al.

20111,194 citations

Deep Neural Networks as Gaussian Processes

Jaehoon Lee,Yasaman Bahri,et al.

2017335 citations

Deep Neural Networks as Gaussian Processes

Jaehoon Lee,Yasaman Bahri,et al.

2018314 citations

Statistical Mechanics of Deep Learning

Yasaman Bahri,Jonathan Kadmon,et al.

2019238 citations

Sensitivity and Generalization in Neural Networks: an Empirical Study

Roman Novak,Yasaman Bahri,et al.

2018224 citations

Dynamical Isometry and a Mean Field Theory of CNNs: How to Train\n 10,000-Layer Vanilla Convolutional Neural Networks

Lechao Xiao,Yasaman Bahri,et al.

2018175 citations

Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes

Roman Novak,Lechao Xiao,et al.

2018169 citations

Leading singularities and off-shell conformal integrals

J. M. Drummond,Claude Duhr,et al.

2013133 citations