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1

A Unification and Generalization of Exact Distributed First Order Methods

Jakovetic, Dusan

Journal:

IEEE Transactions on Signal and Information Processing over Networks

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

2

[IEEE IEEE EUROCON 2019 -18th International Conference on Smart Technologies - Novi Sad, Serbia (2019.7.1-2019.7.4)] IEEE EUROCON 2019 -18th International Conference on Smart Technologies - Distributed Trust-Region Method With First Order Models

Armacki, Aleksandar, Jakovetic, Dusan, Krejic, Natasa, Jerinkic, Natasa Krklec

Year:

2019

Language:

english

File:

PDF, 4.27 MB

english, 2019

3

Fast Distributed Gradient Methods

Jakovetic, Dusan, Xavier, Joao, Moura, Jose M. F.

Journal:

IEEE Transactions on Automatic Control

Year:

2014

Language:

english

File:

PDF, 5.91 MB

english, 2014

4

Convergence Rates of Distributed Nesterov-Like Gradient Methods on Random Networks

Jakovetic, Dusan, Xavier, Joao Manuel Freitas, Moura, Jose M. F.

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 4.98 MB

english, 2014

5

Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms

Jakovetic, Dusan, Moura, Jose M. F., Xavier, Joao

Journal:

IEEE Transactions on Automatic Control

Year:

2015

Language:

english

File:

PDF, 664 KB

english, 2015

6

[IEEE 2018 26th Telecommunications Forum (TELFOR) - Belgrade (2018.11.20-2018.11.21)] 2018 26th Telecommunications Forum (TELFOR) - Image Inpainting and Demosaicing via Total Variation and Markov Random Field-Based Modeling

Panic, Marko, Jakovetic, Dusan, Crnojevic, Vladimir, Pizurica, Aleksandra

Year:

2018

File:

PDF, 278 KB

2018

7

[IEEE IEEE EUROCON 2019 -18th International Conference on Smart Technologies - Novi Sad, Serbia (2019.7.1-2019.7.4)] IEEE EUROCON 2019 -18th International Conference on Smart Technologies - Communication Efficient Distributed Estimation Over Directed Random Graphs

Sahu, Anit Kumar, Jakovetic, Dusan, Bajovic, Dragana, Kar, Soummya

Year:

2019

Language:

english

File:

PDF, 926 KB

english, 2019

8

Cooperative Convex Optimization in Networked Systems: Augmented Lagrangian Algorithms With Directed Gossip Communication

Jakovetic, Dusan, Xavier, JoÃ£o, Moura, JosÃ© M. F.

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 584 KB

english, 2011

9

[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 Nesterov-like gradient algorithms

Jakovetic, Dusan, Moura, Jose M. F., Xavier, Joao

Year:

2012

Language:

english

File:

PDF, 409 KB

english, 2012

10

[IEEE 2012 20th Telecommunications Forum Telfor (TELFOR) - Belgrade, Serbia (2012.11.20-2012.11.22)] 2012 20th Telecommunications Forum (TELFOR) - Convergence rate analysis of distributed gradient methods for smooth optimization

Jakovetic, Dusan, Xavier, Joao, Moura, Jose M. F.

Year:

2012

Language:

english

File:

PDF, 140 KB

english, 2012

11

[IEEE 2012 46th Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2012.11.4-2012.11.7)] 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR) - Fast cooperative distributed learning

Jakovetic, Dusan, Moura, Jose M. F., Xavier, Joao

Year:

2012

Language:

english

File:

PDF, 667 KB

english, 2012

12

[IEEE 2014 ICC - 2014 IEEE International Conference on Communication Workshop (ICC) - Australia (2014.6.10-2014.6.14)] 2014 IEEE International Conference on Communications Workshops (ICC) - Slotted Aloha for networked base stations

Bajovic, Dragana, Jakovetic, Dusan, Vukobratovic, Dejan, Crnojevic, Vladimir

Year:

2014

Language:

english

File:

PDF, 456 KB

english, 2014

13

[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) - Consensus+innovations detection: Phase transition under communication noise

Jakovetic, Dusan, Moura, Jose M. F., Xavier, Joao

Year:

2012

Language:

english

File:

PDF, 534 KB

english, 2012

14

[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) - Large deviations analysis of consensus+innovations detection in random networks

Bajovic, Dragana, Jakovetic, Dusan, Moura, Jose M. F., Xavier, Joao, Sinopoli, Bruno

Year:

2011

Language:

english

File:

PDF, 503 KB

english, 2011

15

[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 - Distributed augmented Lagrangian algorithms: Convergence rate

Jakovetic, Dusan, Moura, Jose M. F., Xavier, Joao

Year:

2013

Language:

english

File:

PDF, 260 KB

english, 2013

16

[IEEE 2014 IEEE International Symposium on Information Theory (ISIT) - Honolulu, HI, USA (2014.6.29-2014.7.4)] 2014 IEEE International Symposium on Information Theory - Slotted Aloha for networked base stations with spatial and temporal diversity

Jakovetic, Dusan, Bajovic, Dragana, Vukobratovic, Dejan, Crnojevic, Vladimir

Year:

2014

Language:

english

File:

PDF, 387 KB

english, 2014

17

[IEEE 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2010.09.29-2010.10.1)] 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Distributed detection over time varying networks: Large deviations analysis

Bajovic, Dragana, Jakovetic, Dusan, Xavier, Joao, Sinopoli, Bruno, Moura, Jose M. F.

Year:

2010

Language:

english

File:

PDF, 359 KB

english, 2010

18

[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) - Distributed Nesterov gradient methods for random networks: Convergence in probability and convergence rates

Jakovetic, Dusan, Xavier, Joao, Moura, Jose M. F.

Year:

2014

Language:

english

File:

PDF, 124 KB

english, 2014

19

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Consensus in correlated random topologies: Weights for finite time horizon

Jakovetic, Dusan, Xavier, Joao, Moura, Jose M. F.

Year:

2010

Language:

english

File:

PDF, 158 KB

english, 2010

20

Cooperative Slotted Aloha for Multi-Base Station Systems

Jakovetic, Dusan, Bajovic, Dragana, Vukobratovic, Dejan, Crnojevic, Vladimir

Journal:

IEEE Transactions on Communications

Year:

2015

Language:

english

File:

PDF, 911 KB

english, 2015

21

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Asymptotic performance of distributed detection over random networks

Bajovic, Dragana, Jakovetic, Dusan, Xavier, Joao, Sinopoli, Bruno, Moura, Jose M. F.

Year:

2011

Language:

english

File:

PDF, 200 KB

english, 2011

22

[IEEE 2015 IEEE Information Theory Workshop (ITW) - Jerusalem, Israel (2015.4.26-2015.5.1)] 2015 IEEE Information Theory Workshop (ITW) - Distributed storage allocations for neighborhood-based data access

Jakovetic, Dusan, Minja, Aleksandar, Bajovic, Dragana, Vukobratovic, Dejan

Year:

2015

Language:

english

File:

PDF, 411 KB

english, 2015

23

[IEEE 2015 ICC - 2015 IEEE International Conference on Communications Workshops (ICC) - London, United Kingdom (2015.6.8-2015.6.12)] 2015 IEEE International Conference on Communication Workshop (ICCW) - Distributed estimation of sparse user activity for multi-base station on-off random access

Jakovetic, Dusan, Bajovic, Dragana, Vukobratovic, Dejan

Year:

2015

Language:

english

File:

PDF, 417 KB

english, 2015

24

Distributed Gradient Methods with Variable Number of Working Nodes

Jakovetic, Dusan, Bajovic, Dragana, Krejic, Natasa, Krklec Jerinkic, Natasa

Journal:

IEEE Transactions on Signal Processing

Year:

2016

Language:

english

File:

PDF, 1.22 MB

english, 2016

25

Removal of anthraquinone dye by cross-linked enzyme aggregates from fresh horseradish extract

Šekuljica, Nataša Ž., Prlainović, Nevena Ž., Jakovetić, Sonja M., Grbavčić, Sanja Ž., Ognjanović, Nevena D., Knežević-Jugović, Zorica D., Mijin, Dušan Ž.

Journal:

CLEAN – Soil, Air, Water

Year:

2016

Language:

english

File:

PDF, 1019 KB

english, 2016

26

CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT

Vukobratovic, Dejan, Jakovetic, Dusan, Skachek, Vitaly, Bajovic, Dragana, Sejdinovic, Dino, Karabulut Kurt, Gunes, Hollanti, Camilla, Fischer, Ingo

Journal:

Year:

2016

Language:

english

File:

PDF, 6.01 MB

english, 2016

27

[IEEE 2016 9th International Symposium on Turbo Codes and Iterative Information Processing (ISTC) - Brest, France (2016.9.5-2016.9.9)] 2016 9th International Symposium on Turbo Codes and Iterative Information Processing (ISTC) - Network function computation as a service in future 5G machine type communications

Vukobratovic, Dejan, Jakovetic, Dusan, Skachek, Vitaly, Bajovic, Dragana, Sejdinovic, Dino

Year:

2016

Language:

english

File:

PDF, 836 KB

english, 2016

28

Newton-like Method with Diagonal Correction for Distributed Optimization

Bajović, Dragana, Jakovetić, Dušan, Krejić, Nataša, Jerinkić, Nataša Krklec

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 732 KB

english, 2017

29

[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) - Distributed first and second order methods with increasing number of working nodes

Jakovetic, Dusan, Jerinkic, Natasa Krklec, Krejic, Natasa, Bajovic, Dragana

Year:

2016

Language:

english

File:

PDF, 148 KB

english, 2016

30

[IEEE 2017 IEEE International Conference on Communications Workshops (ICC Workshops) - Paris, France (2017.5.21-2017.5.25)] 2017 IEEE International Conference on Communications Workshops (ICC Workshops) - Cooperative Slotted ALOHA for massive M2M random access using directional antennas

Mastilovic, Aleksandar, Vukobratovic, Dejan, Jakovetic, Dusan, Bajovic, Dragana

Year:

2017

Language:

english

File:

PDF, 1.03 MB

english, 2017

31

CIRFE: A Distributed Random Fields Estimator

Sahu, Anit Kumar, Jakovetic, Dusan, Kar, Soummya

Journal:

IEEE Transactions on Signal Processing

Year:

2018

File:

PDF, 1.16 MB

2018

32

CIRFE: A Distributed Random Fields Estimator

Sahu, Anit Kumar, Jakovetic, Dusan, Kar, Soummya

Journal:

IEEE Transactions on Signal Processing

Year:

2018

Language:

english

File:

PDF, 1.16 MB

english, 2018

33

[IEEE 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) - Sarajevo, Bosnia and Herzegovina (2018.10.21-2018.10.25)] 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) - Distributed Energy Trading with Communication Constraints

Anoh, Kelivn, Bajovic, Dragana, Vukobratovic, Dejan, Adcbisi, Bamidele, Jakovetic, Dusan, Cosovic, Mirsad

Year:

2018

File:

PDF, 7 KB

2018

34

[IEEE 2018 IEEE Conference on Decision and Control (CDC) - FL, USA (2018.12.17-2018.12.19)] 2018 IEEE Conference on Decision and Control (CDC) - Distributed Zeroth Order Optimization Over Random Networks: A Kiefer-Wolfowitz Stochastic Approximation Approach

Kumar Sahu, Anit, Jakovetic, Dusan, Bajovic, Dragana, Kar, Soummya

Year:

2018

Language:

english

File:

PDF, 9 KB

english, 2018

35

A Generic Optimisation-based Approach for Improving Non-intrusive Load Monitoring

He, Kanghang, Jakovetic, Dusan, Zhao, Bochao, Stankovic, Vladimir, Stankovic, Lina, Cheng, Samuel

Journal:

IEEE Transactions on Smart Grid

Year:

2019

Language:

english

File:

PDF, 361 KB

english, 2019

36

Distributed second order methods with increasing number of working nodes

Jerinkic, Natasa Krklec, Jakovetic, Dusan, Krejic, Natasa, Bajovic, Dragana

Journal:

IEEE Transactions on Automatic Control

Year:

2019

Language:

english

File:

PDF, 450 KB

english, 2019

37

[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) - Convergence Rates for Distributed Stochastic Optimization Over Random Networks

Jakovetic, Dusan, Bajovic, Dragana, Sahu, Anit Kumar, Kar, Soummya

Year:

2018

Language:

english

File:

PDF, 33 KB

english, 2018

38

Distributed Nesterov Gradient Methods Over Arbitrary Graphs

Xin, Ran, Jakovetic, Dusan, Khan, Usman A.

Journal:

IEEE Signal Processing Letters

Year:

2019

Language:

english

File:

PDF, 800 KB

english, 2019

39

[IEEE 2018 IEEE International Symposium on Information Theory (ISIT) - Vail, CO, USA (2018.6.17-2018.6.22)] 2018 IEEE International Symposium on Information Theory (ISIT) - Large Deviations for Products of Non-I.i.d. Stochastic Matrices with Application to Distributed Detection

Bajovic, Dragana, Jakovetic, Dusan, Sahu, Anit Kumar, Kar, Soummya

Year:

2018

Language:

english

File:

PDF, 581 KB

english, 2018

40

Communication efficient distributed weighted non-linear least squares estimation

Sahu, Anit Kumar, Jakovetic, Dusan, Bajovic, Dragana, Kar, Soummya

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2018

Language:

english

File:

PDF, 859 KB

english, 2018

41

[IEEE 2018 IEEE International Symposium on Information Theory (ISIT) - Vail, CO (2018.6.17-2018.6.22)] 2018 IEEE International Symposium on Information Theory (ISIT) - CREDO: A Communication-Efficient Distributed Estimation Algorithm

Sahu, Anit Kumar, Jakovetic, Dusan, Kar, Soummya

Year:

2018

Language:

english

File:

PDF, 1.55 MB

english, 2018

42

[IEEE 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Anaheim, CA, USA (2018.11.26-2018.11.29)] 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - NON-ASYMPTOTIC RATES FOR COMMUNICATION EFFICIENT DISTRIBUTED ZEROTH ORDER STRONGLY CONVEX OPTIMIZATION

Sahu, Anit Kumar, Jakovetic, Dusan, Bajovic, Dragana, Kar, Soummya

Year:

2018

Language:

english

File:

PDF, 388 KB

english, 2018

43

Primal-Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics

Jakovetic, Dusan, Bajovic, Dragana, Xavier, Joao, Moura, Jose M. F.

Journal:

Proceedings of the IEEE

Year:

2020

File:

PDF, 1.14 MB

2020