Dusan Jakovetic
Former Collaborator
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[1] Dusan Jakovetic, Dragana Bajovic, João Xavier, Jose M. F. Moura, "Primal–Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics", Proc. of the IEEE, Vol. 108, No. 11, pp. 1923-1938, November, 2020
[2] João Xavier, Dusan Jakovetic, "Linear Convergence Rate of Class of Distributed Augmented Lagrangian Algorithms", IEEE Transactions on Automatic Control, vol. 60, no. 4, pp. 922-936, 2015 - PDF
[3] Dusan Jakovetic, João Xavier, "Convergence Rates of Distributed Nesterov-Like Gradient Methods on Random Networks", IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 62, NO. 4, FEBRUARY, 2014 - PDF
[4] Dusan Jakovetic, João Xavier, "Fast Distributed Gradient Methods", IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 59, NO. 5, MAY, 2014 - PDF
[5] Dusan Jakovetic, J. M. Moura, João Xavier, "Distributed Detection over Noisy Networks: Large Deviations Analysis", IEEE Transactions on Signal Processing, vol. 60, no. 8, pp. 4306-4320, August, 2012
[6] Dragana Bajovic, Dusan Jakovetic, J. M. Moura, João Xavier, B. Sinopoli, "Large Deviations Performance of Consensus plus Innovations Distributed Detection With Non-Gaussian Observations", IEEE Transactions on Signal Processing, vol. 60, no. 11, pp. 59876002, November, 2012
[7] João Xavier, Dusan Jakovetic, J. M. F. Moura, "Cooperative convex optimization in networked systems: augmented Lagrangian algorithms with directed gossip communication", IEEE Transactions on Signal Processing, vol. 59, no.8, pp. 3889-3902, August , 2011
[8] Dragana Bajovic, Dusan Jakovetic, João Xavier, B. Sinopoli, J. M. F. Moura, "Distributed detection via Gaussian running consensus: large deviations asymptotic analysis", IEEE Transactions on Signal Processing, vol. 59, no. 9, pp. 4381-4396, September , 2011
[9] Dusan Jakovetic, João Xavier, J. M. F. Moura, "Weight optimization for consensus algorithms with correlated switching topology", IEEE Transactions on Signal Processing, vol. 58, no.7, pp. 3788-3801, 2010
[1] Dusan Jakovetic, João Xavier, J. M. Moura, "Convergence rate analysis of distributed gradient methods for smooth optimization", Proc. of TELFOR 2012 - 20th Telecommunications Forum Telfor, Belgrade, Serbia, pp. 867870, 2012
[2] Dusan Jakovetic, J. M. Moura, João Xavier, "Distributed Nesterov-like gradient algorithms", Proc. of CDC 2012 - 51st IEEE Conference on Decision and Control, Maui, Hawaii, USA, pp. 54595464, 2012
[3] Dusan Jakovetic, J. M. Moura, João Xavier, "Consensus + innovations detection: Phase transition under communication noise", Proc. of Allerton 2012 - 50th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, pp. 15591563, 2012
[4] Dusan Jakovetic, J. M. Moura, João Xavier, "Fast cooperative distributed learning", Proc. of ASILOMAR 2012 - 46th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, pp. 15131517, 2012
[5] Dragana Bajovic, Dusan Jakovetic, J. Moura, João Xavier, B. Sinopoli, "Large deviations analysis of consensus+innovations detection in random networks", Proc. of ALLERTON 2011 - 49th Annual Allerton Conference on Communication, Control, and Computing, University of Illinois, Urbana-Champaign, USA, 2011
[6] Dragana Bajovic, Dusan Jakovetic, João Xavier, B. Sinopoli, J. Moura, "Asymptotic performance of distributed detection over random networks", Proc. of ICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011
[7] Dragana Bajovic, Dusan Jakovetic, João Xavier, B. Sinopoli, J. M. F. Moura, "Distributed detection over random networks: a large deviations analysis", Proc. of Allerton 2010 - 48th Allerton Conference on Communication, Control, and Computing, Illinois, USA, 2010
[8] Dusan Jakovetic, João Xavier, J. M. F. Moura, "Consensus in correlated random topologies: weights for finite time horizon", Proc. of ICASSP 2010 - IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, Texas, USA, 2010
[1] Dusan Jakovetic, "Distributed Optimization: Algorithms and Convergence Rates", Ph.D. Thesis, within the IST-CMU Joint Doctoral Initiative, May,, 2013
In the same group
Sérgio Agostinho
Pedro Aguiar
José Miguel Antunes
Lucas Balthazar
Helena Barros
Victor Barroso
João Quartin Borges
Rogério Calazan
Francisco Calisto
Pedro Cardoso
Diogo Cardoso
João Carvalho
Ivo Cortez
João Paulo Costeira
Miguel Dias
Hans Du Buf
Paulo Felisberto
Ricardo Fernandes
João Pedro Gomes
Pedro Guerreiro
Pedro Guerreiro
Qiwei Han
Sérgio Jesus
Pusheng Ji
Roberto Lam
Vasco Ludovico
Lussac Maia
Agni Mantouka
Manuel Marques
Bernardo Marques
Nelson Martins
Celestino Martins
Dmytro Maslov
Alexandre Matos
Inês Pereira de Matos
Daniela Medley
Manuel Melo
Gabriel Moreira
Hemaxi Narotamo
Jacinto Nascimento
Miguel Costa
Filipa Oliveira
Gonçalo Pais
João Rodrigues
José Rodrigues
Orlando Rodriguez
Mário Saleiro
Carlos Santiago
Paulo Santos
Ana Bela Santos
João Saúde
Joao Semedo
António Silva
Luís Silva
Catarina Silva
Margarida Silveira
António Simões
Cristiano Soares
Cláudia Soares
Brian Swenson
Slavisa
Miguel Araújo Vasques
David Vicente
Jayakorn Vongkulbhisal
João Xavier
Ehsan Zamanizadeh
Sabina Zejnilović