- Roman Novak, Lechao Xiao, Jaehoon Lee, Yasaman Bahri, Daniel A. Abolafia, Jeffrey Pennington, Jascha Sohl-Dickstein:
Bayesian Convolutional Neural Networks with Many Channels are Gaussian Processes. CoRR abs/1810.05148 (2018) - 2017
- Jeffrey W. Pennington, Dean Karavite, Edward M. Krause, Jeffrey M. Miller, Barbara A. Bernhardt, Robert W. Grundmeier:
Genomic decision support needs in pediatric primary care. J. Am. Medical Informatics Assoc. 24(4): 851-856 (2017) - Jeffrey Pennington, Yasaman Bahri:
Geometry of Neural Network Loss Surfaces via Random Matrix Theory. ICML 2017: 2798-2806 - Jeffrey Pennington, Samuel S. Schoenholz, Surya Ganguli:
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice. NIPS 2017: 4785-4795 - Jeffrey Pennington, Pratik Worah:
Nonlinear random matrix theory for deep learning. NIPS 2017: 2637-2646 - Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein:
A Correspondence Between Random Neural Networks and Statistical Field Theory. CoRR abs/1710.06570 (2017) - Jaehoon Lee, Yasaman Bahri, Roman Novak, Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein:
Deep Neural Networks as Gaussian Processes. CoRR abs/1711.00165 (2017) - Jeffrey Pennington, Samuel S. Schoenholz, Surya Ganguli:
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice. CoRR abs/1711.04735 (2017) - 2016
- Aaron J. Masino, Robert Grundmeier, Jeffrey W. Pennington, John A. Germiller, E. Bryan Crenshaw:
Temporal bone radiology report classification using open source machine learning and natural langue processing libraries. BMC Medical Informatics Decis. Mak. 16: 65 (2016) - Aaron N. Browne, Byron Ruth, Kevin Murphy, Jeffrey W. Pennington:
Data Model Interoperability via Standard Representation. CRI 2016 - Jeffrey M. Miller, Donna Vito, Jeffrey W. Pennington:
Evolution of an mHealth Family Pedigree App. CRI 2016 - Kevin Murphy, Jeffrey Pennington, Aaron N. Browne, Byron Ruth, Ritu Khare, LeMar Davidson, Patricia K. Morris, Levon H. Utidjian, Charles Bailey:
Clinical Data Research Network Lessons Learned. CRI 2016 - 2015
- Aaron J. Masino, Robert Grundmeier, Jeffrey W. Pennington, E. Bryan Crenshaw:
Identifying Abnormal Anatomy on Temporal Bone Computed Tomography Reports Using Readily Available Natural Language Processing Software. AMIA 2015 - Alex S. Felmeister, Tyler J. Rivera, Aaron J. Masino, Adam C. Resnick, Jeffrey W. Pennington:
Scalable biobanking: A modular electronic Honest Broker and Biorepository for integrated clinical, specimen and genomic research. BIBM 2015: 484-490 - Jeffrey Pennington, Felix X. Yu, Sanjiv Kumar:
Spherical Random Features for Polynomial Kernels. NIPS 2015: 1846-1854 - 2014
- Aaron J. Masino, Elizabeth T. Dechene, Matthew C. Dulik, Alisha Wilkens, Nancy B. Spinner, Ian D. Krantz, Jeffrey W. Pennington, Peter N. Robinson, Peter S. White:
Clinical phenotype-based gene prioritization: an initial study using semantic similarity and the human phenotype ontology. BMC Bioinform. 15: 248 (2014) - Jeffrey W. Pennington, Byron Ruth, Michael J. Italia, Jeffrey M. Miller, Stacey Wrazien, Jennifer G. Loutrel, E. Bryan Crenshaw, Peter S. White:
Harvest: an open platform for developing web-based biomedical data discovery and reporting applications. J. Am. Medical Informatics Assoc. 21(2): 379-383 (2014) - Jeffrey A. Hall, Natalie Pennington, Allyn Lueders:
Impression management and formation on Facebook: A lens model approach. New Media Soc. 16(6): 958-982 (2014) - Jeffrey Pennington, Richard Socher, Christopher D. Manning:
Glove: Global Vectors for Word Representation. EMNLP 2014: 1532-1543 - 2013
- Jeffrey A. Hall, Natalie Pennington:
Self-monitoring, honesty, and cue use on Facebook: The relationship with user extraversion and conscientiousness. Comput. Hum. Behav. 29(4): 1556-1564 (2013) - 2011
- Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning:
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. EMNLP 2011: 151-161 - Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, Christopher D. Manning:
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. NIPS 2011: 801-809