Ghazal Fazelnia
Ghazal Fazelnia
Research Scientist at Spotify, PhD Columbia University 2019
Verified email at spotify.com - Homepage
Title
Cited by
Cited by
Year
Convex relaxation for optimal distributed control problems
G Fazelnia, R Madani, A Kalbat, J Lavaei
IEEE Transactions on Automatic Control 62 (1), 206-221, 2016
872016
Finding low-rank solutions of sparse linear matrix inequalities using convex optimization
R Madani, S Sojoudi, G Fazelnia, J Lavaei
SIAM Journal on Optimization 27 (2), 725-758, 2017
372017
Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems
R Madani, G Fazelnia, S Sojoudi, J Lavaei
53rd IEEE Conference on Decision and Control, 4328-4335, 2014
222014
Transformation of optimal centralized controllers into near-globally optimal static distributed controllers
S Fattahi, G Fazelnia, J Lavaei, M Arcak
IEEE Transactions on Automatic Control 64 (1), 66-80, 2018
192018
Transformation of optimal centralized controllers into near-globally optimal static distributed controllers
MA Salar Fattahi, Ghazal Fazelnia, Javad Lavaei
conditionally accepted as a full paper for IEEE Transactions on Automatic …, 2017
19*2017
Efficient convex relaxation for stochastic optimal distributed control problem
A Kalbat, R Madani, G Fazelnia, J Lavaei
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
192014
Transformation of optimal centralized controllers into near-global static distributed controllers
S Fattahi, G Fazelnia, J Lavaei
2015 54th IEEE Conference on Decision and Control (CDC), 4915-4922, 2015
142015
Rank-2 matrix solution for semidefinite relaxations of arbitrary polynomial optimization problems
R Madani, G Fazelnia, J Lavaei
constraints 21, 25, 2014
112014
Mobile cloud management: A new framework
MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi
2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio …, 2012
92012
Graph-theoretic algorithms for polynomial optimization problems
S Sojoudi, R Madani, G Fazelnia, J Lavaei
53rd IEEE Conference on Decision and Control, 2257-2271, 2014
62014
Mobile clouds: How to find opportunities
MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi, J Del Ser
2012 IEEE 17th International Workshop on Computer Aided Modeling and Design …, 2012
52012
Convex relaxation for optimal distributed control problem—part I: Timedomain formulation
G Fazelnia, R Madani, A Kalbat, J Lavaei
Technical Report, 2014
42014
CRVI: Convex Relaxation for Variational Inference
G Fazelnia, J Paisley
International Conference on Machine Learning, 2018
22018
Convex relaxation for optimal distributed control problem—part II: Lyapunov formulation and case studies
G Fazelnia, R Madani, A Kalbat, J Lavaei
Technical Report 2014, 2014
22014
Mixed membership recurrent neural networks
G Fazelnia, M Ibrahim, C Modarres, K Wu, J Paisley
arXiv preprint arXiv:1812.09645, 2018
12018
Optimization for Probabilistic Machine Learning
G Fazelnia
Columbia University, 2019
2019
2014 IEEE Control Systems Society Awards
R Madani, G Fazelnia, S Sojoudi, J Lavaei, M Egerstedt, VS Dolk, ...
IEEE Control Systems Magazine, 2015
2015
Resource Sharing in Mobile Clouds: How to find Opportunities
MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi, J Del Ser
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Articles 1–18