Jared Dunnmon

Jared Dunnmon

Stanford University - Stanford / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1655396
person_outline Jared Dunnmon's MOST POPULAR ARTICLES
1-) Learning to compose domain-specific transformations for data augmentationAJ Ratner, H Ehrenberg, Z Hussain, J Dunnmon, C RéAdvances in neural information processing systems, 3236-3246, 20172902017
2-) Hidden stratification causes clinically meaningful failures in machine learning for medical imagingL Oakden-Rayner, J Dunnmon, G Carneiro, C RéProceedings of the ACM Conference on Health, Inference, and Learning, 151-159, 20202512020
3-) Power extraction from aeroelastic limit cycle oscillationsJA Dunnmon, SC Stanton, BP Mann, EH DowellJournal of Fluids and Structures 27 (8), 1182-1198, 20112482011
4-) No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification ProblemsNS Sohoni, JA Dunnmon, G Angus, A Gu, C RéarXiv preprint arXiv:2011.12945, 20202452020
5-) Training complex models with multi-task weak supervisionA Ratner, B Hancock, J Dunnmon, F Sala, S Pandey, C RéProceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4763-4771, 20192412019