Nonparametric Estimation of Galaxy Cluster Emissivity and Detection of Point Sources in Astrophysics With Two Lasso Penalties
Diaz-Rodriguez, Jairo, Eckert, Dominique, Monajemi, Hatef, Paltani, Stéphane, Sardy, Sylvain
Published in Journal of the American Statistical Association (03.07.2021)
Published in Journal of the American Statistical Association (03.07.2021)
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Journal Article
Efficient Threshold Selection for Multivariate Total Variation Denoising
Sardy, Sylvain, Monajemi, Hatef
Published in Journal of computational and graphical statistics (02.01.2019)
Published in Journal of computational and graphical statistics (02.01.2019)
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Journal Article
Making massive computational experiments painless
Monajemi, Hatef, Donoho, David L., Stodden, Victoria
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
Published in 2016 IEEE International Conference on Big Data (Big Data) (01.12.2016)
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Conference Proceeding
Ambitious Data Science Can Be Painless
Monajemi, Hatef, Murri, Riccardo, Jonas, Eric, Liang, Percy, Stodden, Victoria, Donoho, David L
Year of Publication 24.01.2019
Year of Publication 24.01.2019
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Journal Article
Neural Proximal Gradient Descent for Compressive Imaging
Mardani, Morteza, Sun, Qingyun, Vasawanala, Shreyas, Papyan, Vardan, Monajemi, Hatef, Pauly, John, Donoho, David
Year of Publication 01.06.2018
Year of Publication 01.06.2018
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Journal Article
Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery
Mardani, Morteza, Monajemi, Hatef, Papyan, Vardan, Vasanawala, Shreyas, Donoho, David, Pauly, John
Year of Publication 27.11.2017
Year of Publication 27.11.2017
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Journal Article
Nonparametric estimation of galaxy cluster's emissivity and point source detection in astrophysics with two lasso penalties
Diaz-Rodriguez, Jairo, Eckert, Dominique, Monajemi, Hatef, Paltani, Stéphane, Sardy, Sylvain
Year of Publication 02.03.2017
Year of Publication 02.03.2017
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Journal Article
Ambitious Data Science Can Be Painless
Hatef Monajemi, Murri, Riccardo, Jonas, Eric, Liang, Percy, Stodden, Victoria, Donoho, David L
Published in arXiv.org (25.01.2019)
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Published in arXiv.org (25.01.2019)
Paper
Neural Proximal Gradient Descent for Compressive Imaging
Mardani, Morteza, Sun, Qingyun, Vasawanala, Shreyas, Papyan, Vardan, Hatef Monajemi, Pauly, John, Donoho, David
Published in arXiv.org (01.06.2018)
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Published in arXiv.org (01.06.2018)
Paper
Incoherence of Partial-Component Sampling in multidimensional NMR
Hatef Monajemi, Donoho, David L, Hoch, Jeffrey C, Schuyler, Adam D
Published in arXiv.org (07.02.2017)
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Published in arXiv.org (07.02.2017)
Paper