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David Simcha
David Simcha
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Cited by
Cited by
Year
Tackling the widespread and critical impact of batch effects in high-throughput data
JT Leek, RB Scharpf, HC Bravo, D Simcha, B Langmead, WE Johnson, ...
Nature Reviews Genetics 11 (10), 733-739, 2010
20442010
Accelerating large-scale inference with anisotropic vector quantization
R Guo, P Sun, E Lindgren, Q Geng, D Simcha, F Chern, S Kumar
International Conference on Machine Learning, 3887-3896, 2020
3082020
Quantization based fast inner product search
R Guo, S Kumar, K Choromanski, D Simcha
Artificial intelligence and statistics, 482-490, 2016
1082016
Multiscale quantization for fast similarity search
X Wu, R Guo, AT Suresh, S Kumar, DN Holtmann-Rice, D Simcha, F Yu
Advances in neural information processing systems 30, 2017
762017
The limits of de novo DNA motif discovery
D Simcha, ND Price, D Geman
PloS one 7 (11), e47836, 2012
382012
Roles of DNA polymerase I in leading and lagging-strand replication defined by a high-resolution mutation footprint of ColE1 plasmid replication
JM Allen, DM Simcha, NG Ericson, DL Alexander, JT Marquette, ...
Nucleic acids research 39 (16), 7020-7033, 2011
312011
Fast classification with binary prototypes
K Zhong, R Guo, S Kumar, B Yan, D Simcha, I Dhillon
Artificial intelligence and statistics, 1255-1263, 2017
192017
Scaling hierarchical agglomerative clustering to billion-sized datasets
B Sumengen, A Rajagopalan, G Citovsky, D Simcha, O Bachem, P Mitra, ...
arXiv preprint arXiv:2105.11653, 2021
132021
Efficient inner product approximation in hybrid spaces
X Wu, R Guo, D Simcha, D Dopson, S Kumar
arXiv preprint arXiv:1903.08690, 2019
112019
Quantization-based fast inner product search
R Guo, S Kumar, KM Choromanski, DM Simcha
US Patent 10,255,323, 2019
92019
Exemplar-based large vocabulary speech recognition using k-nearest neighbors
Y Xu, O Siohan, D Simcha, S Kumar, H Liao
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
82015
Context specific transcription factor prediction
E Yang, D Simcha, RR Almon, DC Dubois, WJ Jusko, IP Androulakis
Annals of biomedical engineering 35, 1053-1067, 2007
82007
Identification of direction in gene networks from expression and methylation
DM Simcha, L Younes, MJ Aryee, D Geman
BMC systems biology 7 (1), 1-15, 2013
72013
Efficient inner product operations
X Wu, D Dopson, DM Simcha, S Kumar, R Guo
US Patent 11,392,596, 2022
62022
Big Data
M Zhang, Y Lin, Z Song, I Dhillon, H Yu, C Hsieh, Q Lei, I Yen, C Wu, ...
Machine Learning at American Airlines Tech. Ops. Proceedings of Agifors …, 2018
62018
New loss functions for fast maximum inner product search
R Guo, Q Geng, D Simcha, F Chern, P Sun, S Kumar
42020
Local orthogonal decomposition for maximum inner product search
X Wu, R Guo, S Kumar, D Simcha
arXiv preprint arXiv:1903.10391, 2019
42019
Statistical learning applied to transcriptional regulation in small N, large D domains
DM Simcha
The Johns Hopkins University, 2013
22013
Systems and methods for weighted quantization
R Guo, D Simcha, Q Geng, F Chern, S Kumar, X Wu
US Patent 11,775,589, 2023
12023
Local orthogonal decomposition for maximum inner product search
X Wu, DM Simcha, S Kumar, R Guo
US Patent 11,354,287, 2022
12022
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