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Dragana Bajovic

Former Collaborator

Faculty

Position: Ph.D.

Group: Signal and Image Processing Group (SIPG)

FCT: J53125485TH6

[1] URBISNET – Urban Environmental Networked Sensing using a Public Transportation Infrastructure – FCT [2010-03; 2013-02]
[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] Dragana Bajovic, Jose M. F. Moura, João Xavier, Bruno Sinopoli "Distributed Inference Over Directed Networks: Performance Limits and Optimal Design", IEEE Transactions on Signal Image Processing, Vol. 64, No. 13, July, 2016
[3] Dragana Bajovic, João Xavier, J. M. Moura, B. Sinopoli "Consensus and products of random stochastic matrices: exact rate for convergence in probability", IEEE Transactions on Signal Processing, vol. 61, no. 10, pp. 2557-2571, 2013
[4] 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
[5] 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
[6] Dragana Bajovic, B. Sinopoli, João Xavier "Sensor selection for event detection in wireless sensor networks", IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4938-4953, 2011

No publications found for author "cap-dragana"

No publications found for author "cap-dragana"

[1] Dragana Bajovic, João Xavier, J. M. Moura, B. Sinopoli "Exact rate for convergence in probability of averaging processes via generalized min-cut", Proc. of CDC 2012 - 51st IEEE Conference on Decision and Control, Maui, Hawaii, USA, pp. 27182725, 2012
[2] Dragana Bajovic, João Xavier, B. Sinopoli "Products of stochastic matrices: Large deviation rate for Markov chain temporal dependencies", Proc. of Allerton 2012 - 50th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, pp. 724729, 2012
[3] 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
[4] 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
[5] 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
[6] Dragana Bajovic, B. Sinopoli, João Xavier "Robust linear dimensionality reduction for hypothesis testing with application to sensor selection", Proc. of 47th Anual Allerton Conference on Communication, Control, and Computing, Illinois, USA, 2009
[7] Dragana Bajovic, B. Sinopoli, João Xavier "Sensor selection for hypothesis testing in wireless sensor networks: a Kullback-Leibler based approach", Proc. of CDC 2009 - 48th IEEE Conference on Decision and Control, Shanghai, China, 2009
[1] Dragana Bajovic "Large Deviations Rates for Distributed Inference", Ph.D. Thesis, within the IST-CMU Joint Doctoral Initiative, May, 2013

No publications found for author "cap-dragana"

No publications found for author "cap-dragana"

No publications found for author "cap-dragana"

No publications found for author "cap-dragana"

No publications found for author "cap-dragana"

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