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1

DQM: Decentralized Quadratically Approximated Alternating Direction Method of Multipliers

Mokhtari, Aryan, Shi, Wei, Ling, Qing, Ribeiro, Alejandro

Journal:

IEEE Transactions on Signal Processing

Year:

2016

Language:

english

File:

PDF, 8.32 MB

english, 2016

2

Network Newton Distributed Optimization Methods

Mokhtari, Aryan, Ling, Qing, Ribeiro, Alejandro

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 924 KB

english, 2017

3

A Decentralized Second-Order Method with Exact Linear Convergence Rate for Consensus Optimization

Mokhtari, Aryan, Shi, Wei, Ling, Qing, Ribeiro, Alejandro

Journal:

IEEE Transactions on Signal and Information Processing over Networks

Year:

2016

Language:

english

File:

PDF, 801 KB

english, 2016

4

Decentralized Quasi-Newton Methods

Eisen, Mark, Mokhtari, Aryan, Ribeiro, Alejandro

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 8.64 MB

english, 2017

5

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A quasi-Newton method for large scale support vector machines

Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2014

Language:

english

File:

PDF, 172 KB

english, 2014

6

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - An approximate Newton method for distributed optimization

Mokhtari, Aryan, Ling, Qing, Ribeiro, Alejandro

Year:

2015

Language:

english

File:

PDF, 269 KB

english, 2015

7

Decentralized Prediction-Correction Methods for Networked Time-Varying Convex Optimization

Simonetto, Andrea, Koppel, Alec, Mokhtari, Aryan, Leus, Geert, Ribeiro, Alejandro

Journal:

IEEE Transactions on Automatic Control

Year:

2017

Language:

english

File:

PDF, 756 KB

english, 2017

8

[IEEE 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Washington DC, DC, USA (2016.12.7-2016.12.9)] 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - A data-driven approach to stochastic network optimization

Chen, Tianyi, Mokhtari, Aryan, Wang, Xin, Ribeiro, Alejandro, Giannakis, Georgios B.

Year:

2016

Language:

english

File:

PDF, 241 KB

english, 2016

9

IQN: An Incremental Quasi-Newton Method with Local Superlinear Convergence Rate

Mokhtari, Aryan, Eisen, Mark, Ribeiro, Alejandro

Journal:

SIAM Journal on Optimization

Year:

2018

Language:

english

File:

PDF, 728 KB

english, 2018

10

The Literature of Love from the View Point of Theosophy

Ghasrechami, Khalil Bahrāmi, Āryān, Hosein, Bābāyi, Yaldā, Bahādorān, Manizheh, Mokhtāri, Shahlā

Journal:

Mediterranean Journal of Social Sciences

Year:

2015

Language:

english

File:

PDF, 154 KB

english, 2015

11

An Exact Quantized Decentralized Gradient Descent Algorithm

Reisizadeh, Amirhossein, Mokhtari, Aryan, Hassani, Hamed, Pedarsani, Ramtin

Journal:

IEEE Transactions on Signal Processing

Year:

2019

Language:

english

File:

PDF, 767 KB

english, 2019

12

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Parallel Stochastic Successive Convex Approximation Method for Large-Scale Dictionary Learning

Koppel, Alec, Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2018

Language:

english

File:

PDF, 564 KB

english, 2018

13

[IEEE 2018 IEEE Conference on Decision and Control (CDC) - Miami Beach, FL (2018.12.17-2018.12.19)] 2018 IEEE Conference on Decision and Control (CDC) - Quantized Decentralized Consensus Optimization

Reisizadeh, Amirhossein, Mokhtari, Aryan, Hassani, Hamed, Pedarsani, Ramtin

Year:

2018

Language:

english

File:

PDF, 324 KB

english, 2018

14

Stochastic Quasi-Newton Methods

Mokhtari, Aryan, Ribeiro, Alejandro

Journal:

Proceedings of the IEEE

Year:

2020

File:

PDF, 1.15 MB

2020

15

[IEEE 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013) - Darmstadt, Germany (2013.06.16-2013.06.19)] 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC) - A dual stochastic DFP algorithm for optimal resource allocation in wireless systems

Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2013

Language:

english

File:

PDF, 422 KB

english, 2013

16

[IEEE 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Austin, TX, USA (2013.12.3-2013.12.5)] 2013 IEEE Global Conference on Signal and Information Processing - Regularized stochastic BFGS algorithm

Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2013

Language:

english

File:

PDF, 342 KB

english, 2013

17

RES: Regularized Stochastic BFGS Algorithm

Mokhtari, Aryan, Ribeiro, Alejandro

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 4.44 MB

english, 2014

18

[IEEE 2015 49th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2015.11.8-2015.11.11)] 2015 49th Asilomar Conference on Signals, Systems and Computers - Prediction-correction methods for time-varying convex optimization

Simonetto, Andrea, Koppel, Alec, Mokhtari, Aryan, Leus, Geert, Ribeiro, Alejandro

Year:

2015

Language:

english

File:

PDF, 298 KB

english, 2015

19

[IEEE 2014 48th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2014.11.2-2014.11.5)] 2014 48th Asilomar Conference on Signals, Systems and Computers - Network Newton

Mokhtari, Aryan, Ling, Qing, Ribeiro, Alejandro

Year:

2014

Language:

english

File:

PDF, 302 KB

english, 2014

20

[IEEE 2015 49th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2015.11.8-2015.11.11)] 2015 49th Asilomar Conference on Signals, Systems and Computers - Decentralized double stochastic averaging gradient

Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2015

Language:

english

File:

PDF, 183 KB

english, 2015

21

[IEEE 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Orlando, FL, USA (2015.12.14-2015.12.16)] 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Decentralized quadratically approximated alternating direction method of multipliers

Mokhtari, Aryan, Shi, Wei, Ling, Qing, Ribeiro, Alejandro

Year:

2015

Language:

english

File:

PDF, 169 KB

english, 2015

22

[IEEE 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Cancun, Mexico (2015.12.13-2015.12.16)] 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - A decentralized prediction-correction method for networked time-varying convex optimization

Simonetto, Andrea, Mokhtari, Aryan, Koppel, Alec, Leus, Geert, Ribeiro, Alejandro

Year:

2015

Language:

english

File:

PDF, 706 KB

english, 2015

23

[IEEE 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Orlando, FL, USA (2015.12.14-2015.12.16)] 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Target tracking with dynamic convex optimization

Koppel, Alec, Simonetto, Andrea, Mokhtari, Aryan, Leus, Geert, Ribeiro, Alejandro

Year:

2015

Language:

english

File:

PDF, 232 KB

english, 2015

24

A Class of Prediction-Correction Methods for Time-Varying Convex Optimization

Simonetto, Andrea, Mokhtari, Aryan, Koppel, Alec, Leus, Geert, Ribeiro, Alejandro

Journal:

IEEE Transactions on Signal Processing

Year:

2016

Language:

english

File:

PDF, 1.26 MB

english, 2016

25

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - A decentralized Second-Order Method for Dynamic Optimization

Mokhtari, Aryan, Shi, Wei, Ling, Qing, Ribeiro, Alejandro

Year:

2016

Language:

english

File:

PDF, 521 KB

english, 2016

26

[IEEE 2016 European Control Conference (ECC) - Aalborg, Denmark (2016.6.29-2016.7.1)] 2016 European Control Conference (ECC) - A Quasi-newton prediction-correction method for decentralized dynamic convex optimization

Simonetto, Andrea, Koppel, Alec, Mokhtari, Aryan, Leus, Geert, Ribeiro, Alejandro

Year:

2016

Language:

english

File:

PDF, 440 KB

english, 2016

27

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - A decentralized quasi-Newton method for dual formulations of consensus optimization

Eisen, Mark, Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2016

Language:

english

File:

PDF, 480 KB

english, 2016

28

Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation

Chen, Tianyi, Mokhtari, Aryan, Wang, Xin, Ribeiro, Alejandro, Giannakis, Georgios B.

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 4.73 MB

english, 2017

29

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Online optimization in dynamic environments: Improved regret rates for strongly convex problems

Mokhtari, Aryan, Shahrampour, Shahin, Jadbabaie, Ali, Ribeiro, Alejandro

Year:

2016

Language:

english

File:

PDF, 362 KB

english, 2016

30

[IEEE 2016 50th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2016.11.6-2016.11.9)] 2016 50th Asilomar Conference on Signals, Systems and Computers - ESOM: Exact second-order method for consensus optimization

Mokhtari, Aryan, Shi, Wei, Ling, Qing

Year:

2016

Language:

english

File:

PDF, 375 KB

english, 2016

31

[IEEE 2016 American Control Conference (ACC) - Boston, MA, USA (2016.7.6-2016.7.8)] 2016 American Control Conference (ACC) - Doubly random parallel stochastic methods for large scale learning

Mokhtari, Aryan, Koppel, Alec, Ribeiro, Alejandro

Year:

2016

Language:

english

File:

PDF, 506 KB

english, 2016

32

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A double incremental aggregated gradient method with linear convergence rate for large-scale optimization

Mokhtari, Aryan, Gurbuzbalaban, Mert, Ribeiro, Alejandro

Year:

2017

Language:

english

File:

PDF, 255 KB

english, 2017

33

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - An incremental quasi-Newton method with a local superlinear convergence rate

Mokhtari, Aryan, Eisen, Mark, Ribeiro, Alejandro

Year:

2017

Language:

english

File:

PDF, 4.16 MB

english, 2017

34

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Large-scale nonconvex stochastic optimization by Doubly Stochastic Successive Convex approximation

Mokhtari, Aryan, Koppel, Alec, Scutari, Gesualdo, Ribeiro, Alejandro

Year:

2017

Language:

english

File:

PDF, 350 KB

english, 2017

35

[IEEE 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Washington DC, DC, USA (2016.12.7-2016.12.9)] 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Decentralized constrained consensus optimization with primal dual splitting projection

Zhang, Han, Shi, Wei, Mokhtari, Aryan, Ribeiro, Alejandro, Ling, Qing

Year:

2016

Language:

english

File:

PDF, 212 KB

english, 2016

36

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A Diagonal-Augmented quasi-Newton method with application to factorization machines

Mokhtari, Aryan, Ingber, Amir

Year:

2017

Language:

english

File:

PDF, 239 KB

english, 2017

37

[IEEE 2017 51st Asilomar Conference on Signals, Systems, and Computers - Pacific Grove, CA, USA (2017.10.29-2017.11.1)] 2017 51st Asilomar Conference on Signals, Systems, and Computers - A primal-dual Quasi-Newton method for consensus optimization

Eisen, Mark, Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2017

Language:

english

File:

PDF, 372 KB

english, 2017

38

Surpassing Gradient Descent Provably: A Cyclic Incremental Method with Linear Convergence Rate

Mokhtari, Aryan, Gürbüzbalaban, Mert, Ribeiro, Alejandro

Journal:

SIAM Journal on Optimization

Year:

2018

Language:

english

File:

PDF, 639 KB

english, 2018

39

[IEEE 2016 50th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2016.11.6-2016.11.9)] 2016 50th Asilomar Conference on Signals, Systems and Computers - Doubly stochastic algorithms for large-scale optimization

Koppel, Alec, Mokhtari, Aryan, Ribeiro, Alejandro

Year:

2016

Language:

english

File:

PDF, 453 KB

english, 2016

40

A Newton-Based Method for Nonconvex Optimization with Fast Evasion of Saddle Points

Paternain, Santiago, Mokhtari, Aryan, Ribeiro, Alejandro

Journal:

SIAM Journal on Optimization

Year:

2019

File:

PDF, 566 KB

2019

41

[IEEE 2019 American Control Conference (ACC) - Philadelphia, PA, USA (2019.7.10-2019.7.12)] 2019 American Control Conference (ACC) - Achieving Acceleration in Distributed Optimization via Direct Discretization of the Heavy-Ball ODE

Zhang, Jingzhao, Uribe, Cesar A., Mokhtari, Aryan, Jadbabaie, Ali

Year:

2019

File:

PDF, 443 KB

2019