Bin Yu
Affiliations: | Electrical Engineering and Computer Science | University of California, Berkeley, Berkeley, CA, United States |
Area:
Signal Processing (SP), Machine learning, Remote Sensing, NeuroscienceGoogle:
"Bin Yu"Parents
Sign in to add mentorLucien Marie Le Cam | grad student | 1990 | UC Berkeley (MathTree) | |
Terry Speed | grad student | 1990 | UC Berkeley (MathTree) | |
(https://en.wikipedia.org/wiki/Terry_Speed) |
Children
Sign in to add traineeReza Abbasi-Asl | grad student | UC Berkeley (Neurotree) | |
Rebecka J. Jornsten | grad student | 2001 | UC Berkeley |
Gang Liang | grad student | 2004 | UC Berkeley |
Tao Shi | grad student | 2005 | UC Berkeley |
Guilherme N. Rocha | grad student | 2008 | UC Berkeley |
Vincent Q. Vu | grad student | 2009 | UC Berkeley |
Harry Kim | grad student | 2011 | UC Berkeley |
Chinghway Lim | grad student | 2011 | UC Berkeley |
Luke W. Miratrix | grad student | 2012 | UC Berkeley |
David G. Purdy | grad student | 2012 | UC Berkeley |
Yueqing Wang | grad student | 2012 | UC Berkeley |
Yuval Benjamini | grad student | 2013 | UC Berkeley |
Raaz Dwivedi | grad student | 2015-2021 | UC Berkeley (Neurotree) |
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Publications
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Abbasi-Asl R, Yu B. (2021) Structural Compression of Convolutional Neural Networks with Applications in Interpretability. Frontiers in Big Data. 4: 704182 |
Murdoch WJ, Singh C, Kumbier K, et al. (2019) Definitions, methods, and applications in interpretable machine learning. Proceedings of the National Academy of Sciences of the United States of America |
Künzel SR, Sekhon JS, Bickel PJ, et al. (2019) Metalearners for estimating heterogeneous treatment effects using machine learning. Proceedings of the National Academy of Sciences of the United States of America |
Bühlmann P, Munk A, Wainwright M, et al. (2018) Statistical Recovery of Discrete, Geometric and Invariant Structures Oberwolfach Reports. 14: 949-999 |
Balakrishnan S, Wainwright MJ, Yu B. (2017) Statistical guarantees for the EM algorithm: From population to sample-based analysis The Annals of Statistics. 45: 77-120 |
Cao GS, Li SX, Wang Y, et al. (2016) A combination of four effective components derived from Sheng-mai san attenuates hydrogen peroxide-induced injury in PC12 cells through inhibiting Akt and MAPK signaling pathways. Chinese Journal of Natural Medicines. 14: 508-17 |
Fukuda Y, Cheong PL, Lynch J, et al. (2016) The severity of hereditary porphyria is modulated by the porphyrin exporter and Lan antigen ABCB6. Nature Communications. 7: 12353 |
Ablikim M, Achasov MN, Ahmed S, et al. (2016) Observation of an Anomalous Line Shape of the η^{'}π^{+}π^{-} Mass Spectrum near the pp[over ¯] Mass Threshold in J/ψ→γη^{'}π^{+}π^{-}. Physical Review Letters. 117: 042002 |
Gong L, Wu J, Zhou S, et al. (2016) Global analysis of transcriptome in dorsal root ganglia following peripheral nerve injury in rats. Biochemical and Biophysical Research Communications |
Lv X, Song J, Yu B, et al. (2016) High-throughput system for screening of high L-lactic acid-productivity strains in deep-well microtiter plates. Bioprocess and Biosystems Engineering |