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1

Ergodic Mirror Descent

Duchi, John C., Agarwal, Alekh, Johansson, Mikael, Jordan, Michael I.

Journal:

SIAM Journal on Optimization

Year:

2012

Language:

english

File:

PDF, 479 KB

english, 2012

2

The Generalization Ability of Online Algorithms for Dependent Data

Agarwal, Alekh, Duchi, John C.

Journal:

IEEE Transactions on Information Theory

Year:

2013

Language:

english

File:

PDF, 4.09 MB

english, 2013

3

Fast global convergence of gradient methods for high-dimensional statistical recovery

Agarwal, Alekh, Negahban, Sahand, Wainwright, Martin J.

Journal:

The Annals of Statistics

Year:

2012

Language:

english

File:

PDF, 416 KB

english, 2012

4

[IEEE 2014 48th Annual Conference on Information Sciences and Systems (CISS) - Princeton, NJ, USA (2014.03.19-2014.03.21)] 2014 48th Annual Conference on Information Sciences and Systems (CISS) - Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions

Agarwal, Alekh, Negahban, Sahand N., Wainwright, Martin J.

Year:

2014

Language:

english

File:

PDF, 482 KB

english, 2014

5

Stochastic Convex Optimization with Bandit Feedback

Agarwal, Alekh, Foster, Dean P., Hsu, Daniel, Kakade, Sham M., Rakhlin, Alexander

Journal:

SIAM Journal on Optimization

Year:

2013

Language:

english

File:

PDF, 936 KB

english, 2013

6

[IEEE 2012 IEEE Statistical Signal Processing Workshop (SSP) - Ann Arbor, MI, USA (2012.08.5-2012.08.8)] 2012 IEEE Statistical Signal Processing Workshop (SSP) - FASt global convergence of gradient methods for solving regularized M-estimation

Agarwal, Alekh, Negahban, Sahand, Wainwright, Martin J.

Year:

2012

Language:

english

File:

PDF, 492 KB

english, 2012

7

[IEEE 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2011.09.28-2011.09.30)] 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Ergodic mirror descent

Duchi, John C., Agarwal, Alekh, Johansson, Mikael, Jordan, Michael I.

Year:

2011

Language:

english

File:

PDF, 646 KB

english, 2011

8

Discussion of “Hypothesis testing by convex optimization”

Journal:

Electronic Journal of Statistics

Year:

2015

Language:

english

File:

PDF, 119 KB

english, 2015

9

Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions

Agarwal, Alekh, Negahban, Sahand, Wainwright, Martin J.

Journal:

The Annals of Statistics

Year:

2012

Language:

english

File:

PDF, 266 KB

english, 2012

10

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Message-passing for graph-structured linear programs

Ravikumar, Pradeep, Agarwal, Alekh, Wainwright, Martin J.

Year:

2008

Language:

english

File:

PDF, 339 KB

english, 2008

11

NOISY MATRIX DECOMPOSITION VIA CONVEX RELAXATION: OPTIMAL RATES IN HIGH DIMENSIONS

Alekh Agarwal, Sahand Negahban and Martin J. Wainwright

Journal:

The Annals of Statistics

Year:

2012

Language:

english

File:

PDF, 1.99 MB

english, 2012

12

[IEEE 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2012.10.1-2012.10.5)] 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Dual averaging for distributed optimization

Duchi, John C., Agarwal, Alekh, Wainwright, Martin J.

Year:

2012

Language:

english

File:

PDF, 221 KB

english, 2012

13

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Distributed delayed stochastic optimization

Agarwal, Alekh, Duchi, John C.

Year:

2012

Language:

english

File:

PDF, 128 KB

english, 2012

14

A Clustering Approach to Learning Sparsely-Used Overcomplete Dictionaries

Agarwal, Alekh, Anandkumar, Animashree, Netrapalli, Praneeth

Journal:

IEEE Transactions on Information Theory

Year:

2016

Language:

english

File:

PDF, 1.01 MB

english, 2016

15

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Learning random walks to rank nodes in graphs

Agarwal, Alekh, Chakrabarti, Soumen

Year:

2007

Language:

english

File:

PDF, 267 KB

english, 2007

16

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Learning to rank networked entities

Agarwal, Alekh, Chakrabarti, Soumen, Aggarwal, Sunny

Year:

2006

Language:

english

File:

PDF, 632 KB

english, 2006

17

Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization

Agarwal, Alekh, Anandkumar, Animashree, Jain, Prateek, Netrapalli, Praneeth

Journal:

SIAM Journal on Optimization

Year:

2016

Language:

english

File:

PDF, 535 KB

english, 2016

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