Random Projections for Improved Adversarial Robustness

Mapping Intimacies ◽

10.1109/ijcnn52387.2021.9534346 ◽

2021 ◽

Author(s):

Ginevra Carbone ◽

Guido Sanguinetti ◽

Luca Bortolussi

Keyword(s):

Random Projections

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Correlations between random projections and the bivariate normal

Data Mining and Knowledge Discovery ◽

10.1007/s10618-021-00764-6 ◽

2021 ◽

Author(s):

Keegan Kang

Keyword(s):

Random Projections ◽

Bivariate Normal

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Lower Bounds and a Near-Optimal Shrinkage Estimator for Least Squares using Random Projections

IEEE Journal on Selected Areas in Information Theory ◽

10.1109/jsait.2020.3039509 ◽

2020 ◽

pp. 1-1

Author(s):

Srivatsan Sridhar ◽

Mert Pilanci ◽

Ayfer Ozgur

Keyword(s):

Least Squares ◽

Lower Bounds ◽

Shrinkage Estimator ◽

Random Projections

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An efficient approach for feature construction of high-dimensional microarray data by random projections

PLoS ONE ◽

10.1371/journal.pone.0196385 ◽

2018 ◽

Vol 13 (4) ◽

pp. e0196385 ◽

Author(s):

Hassan Tariq ◽

Elf Eldridge ◽

Ian Welch

Keyword(s):

Microarray Data ◽

High Dimensional ◽

Random Projections ◽

Feature Construction ◽

Efficient Approach

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Universal distributed sensing via random projections

2006 5th International Conference on Information Processing in Sensor Networks ◽

10.1109/ipsn.2006.244161 ◽

2006 ◽

Author(s):

M.R. Duarte ◽

M.B. Wakin ◽

D. Baron ◽

R.G. Baraniuk

Keyword(s):

Distributed Sensing ◽

Random Projections

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Random projections of regular simplices

Discrete & Computational Geometry ◽

10.1007/bf02187839 ◽

1992 ◽

Vol 7 (3) ◽

pp. 219-226 ◽

Author(s):

Fernando Affentranger ◽

Rolf Schneider

Keyword(s):

Random Projections

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Random Projections for Quantile Ridge Regression

Stat ◽

10.1002/sta4.386 ◽

2021 ◽

Author(s):

Yan Zhou ◽

Jiang Liang ◽

Yaohua Hu ◽

Heng Lian

Keyword(s):

Ridge Regression ◽

Random Projections

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Integration of Spectral–Spatial Information for Hyperspectral Image Reconstruction From Compressive Random Projections

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2242043 ◽

2013 ◽

Vol 10 (6) ◽

pp. 1379-1383 ◽

Author(s):

Wei Li ◽

Saurabh Prasad ◽

James E. Fowler

Keyword(s):

Image Reconstruction ◽

Spatial Information ◽

Hyperspectral Image ◽

Random Projections

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Gaussian random projections for Euclidean membership problems

Discrete Applied Mathematics ◽

10.1016/j.dam.2018.08.025 ◽

2019 ◽

Vol 253 ◽

pp. 93-102 ◽

Author(s):

Ky Vu ◽

Pierre-Louis Poirion ◽

Leo Liberti

Keyword(s):

Random Projections ◽

Membership Problems

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Sparse Random Projections of Camera Images for Monitoring of a Combustion Process in a Gas Burner

Computer Information Systems and Industrial Management - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59105-6_38 ◽

2017 ◽

pp. 447-456 ◽

Author(s):

Ewa Skubalska-Rafajłowicz

Keyword(s):

Combustion Process ◽

Random Projections ◽

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Signal recovery from random projections

10.1117/12.600722 ◽

2005 ◽

Author(s):

Emmanuel J. Candes ◽

Justin K. Romberg

Keyword(s):

Random Projections ◽

Signal Recovery

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