Brian Hutchinson, Ph.D.
Affiliations: | 2013 | Electrical Engineering | University of Washington, Seattle, Seattle, WA |
Area:
Electronics and Electrical Engineering, Computer Science, Linguistics LanguageGoogle:
"Brian Hutchinson"Parents
Sign in to add mentor| Mari Ostendorf | grad student | 2013 | University of Washington | |
| (Rank and Sparsity in Language Processing.) | ||||
Children
Sign in to add trainee| Eric Slyman | grad student | 2017-2020 | Western Washington University (Computer Science Tree) |
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Publications
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| Weber T, Corotan A, Hutchinson B, et al. (2020) Technical Note: Deep Learning for Creating Surrogate Models of Precipitation in Earth System Models Atmospheric Chemistry and Physics. 20: 2303-2317 |
| Roberts G, Haile SY, Sainju R, et al. (2019) Deep Learning for Semantic Segmentation of Defects in Advanced STEM Images of Steels. Scientific Reports. 9: 12744 |
| Olney R, Tuor A, Jagodzinski F, et al. (2018) A systematic exploration of [Formula: see text] cutoff ranges in machine learning models for protein mutation stability prediction. Journal of Bioinformatics and Computational Biology. 16: 1840022 |
| He Y, Baumann P, Fang H, et al. (2016) Using pronunciation-based morphological subword units to improve OOV handling in keyword search Ieee/Acm Transactions On Speech and Language Processing. 24: 79-92 |
| Hutchinson B, Ostendorf M, Fazel M. (2015) A sparse plus low-rank exponential language model for limited resource scenarios Ieee Transactions On Audio, Speech and Language Processing. 23: 494-504 |
| Hutchinson B, Deng L, Yu D. (2013) Tensor deep stacking networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1944-57 |
| Hutchinson B, Ostendorf M, Fazel M. (2011) Low rank language models for small training sets Ieee Signal Processing Letters. 18: 489-492 |
| Hutchinson B, Droppo J. (2011) Learning non-parametric models of pronunciation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4904-4907 |
| Hutchinson B, Zhang B, Ostendorf M. (2010) Unsupervised broadcast conversation speaker role labeling Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5322-5325 |