Alekh Agarwal

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 Sahand Negahban

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Publications

2019
[c51]
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Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford, Sahand Negahban:
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback. ICML 2019: 7335-7344
[i46]
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  - journals/corr/abs-1901-00301
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Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford, Sahand N. Negahban:
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback. CoRR abs/1901.00301 (2019)
2014
[c29]
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions. CISS 2014: 1-2
2012
[c20]
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions. NIPS 2012: 1547-1555
[c19]
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
FASt global convergence of gradient methods for solving regularized M-estimation. SSP 2012: 409-412
[i10]
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  - journals/corr/abs-1207-4421
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions. CoRR abs/1207.4421 (2012)
2011
[c16]
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. ICML 2011: 1129-1136
[i8]
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  - journals/corr/abs-1102-4807
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. CoRR abs/1102.4807 (2011)
[i6]
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  - journals/corr/abs-1104-4824
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Fast global convergence of gradient methods for high-dimensional statistical recovery. CoRR abs/1104.4824 (2011)
2010
[c10]
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  - conf/nips/AgarwalNW10
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Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Fast global convergence rates of gradient methods for high-dimensional statistical recovery. NIPS 2010: 37-45

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