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Joel A. Tropp

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 Volkan Cevher

> Home > Persons > Joel A. Tropp

Publications

2021
[j33]
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  - journals/siamjo/DingYCTU21
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Lijun Ding, Alp Yurtsever, Volkan Cevher, Joel A. Tropp, Madeleine Udell:
An Optimal-Storage Approach to Semidefinite Programming Using Approximate Complementarity. SIAM J. Optim. 31(4): 2695-2725 (2021)
[j32]
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  - journals/simods/YurtseverTFUC21
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Alp Yurtsever, Joel A. Tropp, Olivier Fercoq, Madeleine Udell, Volkan Cevher:
Scalable Semidefinite Programming. SIAM J. Math. Data Sci. 3(1): 171-200 (2021)
2019
[j28]
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Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Streaming Low-Rank Matrix Approximation with an Application to Scientific Simulation. SIAM J. Sci. Comput. 41(4): A2430-A2463 (2019)
[i29]
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  - journals/corr/abs-1902-03373
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Lijun Ding, Alp Yurtsever, Volkan Cevher, Joel A. Tropp, Madeleine Udell:
An Optimal-Storage Approach to Semidefinite Programming using Approximate Complementarity. CoRR abs/1902.03373 (2019)
[i28]
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  - journals/corr/abs-1902-08651
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Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Streaming Low-Rank Matrix Approximation with an Application to Scientific Simulation. CoRR abs/1902.08651 (2019)
2017
[j26]
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Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Practical Sketching Algorithms for Low-Rank Matrix Approximation. SIAM J. Matrix Anal. Appl. 38(4): 1454-1485 (2017)
[c17]
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  - conf/aistats/YurtseverUTC17
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Alp Yurtsever, Madeleine Udell, Joel A. Tropp, Volkan Cevher:
Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage. AISTATS 2017: 1188-1196
[c16]
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Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data. NIPS 2017: 1225-1234
[i22]
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Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data. CoRR abs/1706.05736 (2017)
2016
[i21]
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Joel A. Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher:
Randomized single-view algorithms for low-rank matrix approximation. CoRR abs/1609.00048 (2016)
2015
[j23]
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  - journals/jstsp/BruerTCB15
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John J. Bruer, Joel A. Tropp, Volkan Cevher, Stephen Becker:
Designing Statistical Estimators That Balance Sample Size, Risk, and Computational Cost. IEEE J. Sel. Top. Signal Process. 9(4): 612-624 (2015)
2014
[c15]
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John J. Bruer, Joel A. Tropp, Volkan Cevher, Stephen Becker:
Time-Data Tradeoffs by Aggressive Smoothing. NIPS 2014: 1664-1672

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