Laurent El Ghaoui

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Armin Askari

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Publications

2024
[j33]
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Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui:
Naive Feature Selection: A Nearly Tight Convex Relaxation for Sparse Naive Bayes. Math. Oper. Res. 49(1): 278-296 (2024)
2022
[j31]
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  - journals/simods/AskaridG22
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Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui:
Approximation Bounds for Sparse Programs. SIAM J. Math. Data Sci. 4(2): 514-530 (2022)
2021
[j30]
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  - journals/simods/AskariRdG21
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Armin Askari, Quentin Rebjock, Alexandre d'Aspremont, Laurent El Ghaoui:
FANOK: Knockoffs in Linear Time. SIAM J. Math. Data Sci. 3(3): 833-853 (2021)
[j29]
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Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari, Alicia Y. Tsai:
Implicit Deep Learning. SIAM J. Math. Data Sci. 3(3): 930-958 (2021)
2020
[c45]
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  - conf/aistats/AskaridG20
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Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui:
Naive Feature Selection: Sparsity in Naive Bayes. AISTATS 2020: 1813-1822
[c44]
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  - conf/aistats/GuAG20
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Fangda Gu, Armin Askari, Laurent El Ghaoui:
Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training. AISTATS 2020: 3362-3371
[i20]
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  - journals/corr/abs-2006-08790
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Armin Askari, Quentin Rebjock, Alexandre d'Aspremont, Laurent El Ghaoui:
FANOK: Knockoffs in Linear Time. CoRR abs/2006.08790 (2020)
2019
[i16]
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  - journals/corr/abs-1905-09884
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Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui:
Naive Feature Selection: Sparsity in Naive Bayes. CoRR abs/1905.09884 (2019)
[i15]
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  - journals/corr/abs-1908-06315
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Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari:
Implicit Deep Learning. CoRR abs/1908.06315 (2019)
2018
[i14]
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  - journals/corr/abs-1805-01532
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Armin Askari, Geoffrey Négiar, Rajiv Sambharya, Laurent El Ghaoui:
Lifted Neural Networks. CoRR abs/1805.01532 (2018)
[i13]
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  - journals/corr/abs-1806-06775
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Armin Askari, Forest Yang, Laurent El Ghaoui:
Kernel-based Outlier Detection using the Inverse Christoffel Function. CoRR abs/1806.06775 (2018)
[i12]
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  - journals/corr/abs-1811-02702
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Gary Cheng, Armin Askari, Laurent El Ghaoui, Kannan Ramchandran:
Frank-Wolfe Algorithm for Exemplar Selection. CoRR abs/1811.02702 (2018)
[i11]
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  - journals/corr/abs-1811-08039
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Fangda Gu, Armin Askari, Laurent El Ghaoui:
Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training. CoRR abs/1811.08039 (2018)

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