Petros Drineas

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 Saurabh Paul

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Publications

2016
[j29]
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Saurabh Paul, Petros Drineas:
Feature Selection for Ridge Regression with Provable Guarantees. Neural Comput. 28(4): 716-742 (2016)
[j28]
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Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Feature selection for linear SVM with provable guarantees. Pattern Recognit. 60: 205-214 (2016)
2015
[c47]
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Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Feature Selection for Linear SVM with Provable Guarantees. AISTATS 2015
[c45]
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Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Column Selection via Adaptive Sampling. NIPS 2015: 406-414
[i21]
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Saurabh Paul, Petros Drineas:
Feature Selection for Ridge Regression with Provable Guarantees. CoRR abs/1506.05173 (2015)
[i19]
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Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Column Selection via Adaptive Sampling. CoRR abs/1510.04149 (2015)
2014
[j24]
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Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Linear Support Vector Machines. ACM Trans. Knowl. Discov. Data 8(4): 22:1-22:25 (2014)
[c43]
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Saurabh Paul, Petros Drineas:
Deterministic Feature Selection for Regularized Least Squares Classification. ECML/PKDD (2) 2014: 533-548
[i17]
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Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Deterministic Feature Selection for Linear SVM with Provable Guarantees. CoRR abs/1406.0167 (2014)
2013
[c42]
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  - conf/aistats/PaulBMD13
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Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Support Vector Machines. AISTATS 2013: 498-506
2012
[i14]
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  - journals/corr/abs-1211-6085
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Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Support Vector Machines. CoRR abs/1211.6085 (2012)

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