Somayeh Sojoudi
Somayeh Sojoudi
Associate Professor, EECS, ME, UC Berkeley
Verified email at - Homepage
Cited by
Cited by
Convex relaxation for optimal power flow problem: Mesh networks
R Madani, S Sojoudi, J Lavaei
Power Systems, IEEE Transactions on 30 (1), 199-211, 2015
Physics of power networks makes hard optimization problems easy to solve
S Sojoudi, J Lavaei
2012 IEEE Power and Energy Society General Meeting, 1-8, 2012
Optimal charging of plug-in hybrid electric vehicles in smart grids
S Sojoudi, SH Low
2011 IEEE Power and Energy Society General Meeting, 1-6, 2011
Implicit graph neural networks
F Gu, H Chang, W Zhu, S Sojoudi, L El Ghaoui
Advances in Neural Information Processing Systems 33, 11984-11995, 2020
Exactness of semidefinite relaxations for nonlinear optimization problems with underlying graph structure
S Sojoudi, J Lavaei
SIAM Journal on Optimization 24 (4), 1746-1778, 2014
A survey on conic relaxations of optimal power flow problem
F Zohrizadeh, C Josz, M Jin, R Madani, J Lavaei, S Sojoudi
European journal of operational research 287 (2), 391-409, 2020
Structurally Constrained Controllers: Analysis and Synthesis
S Sojoudi, J Lavaei, AG Aghdam
Springer Science & Business Media, 2011
Sharp restricted isometry bounds for the inexistence of spurious local minima in nonconvex matrix recovery
RY Zhang, S Sojoudi, J Lavaei
Journal of Machine Learning Research 20 (114), 1-34, 2019
Corpus callosum area and brain volume in autism spectrum disorder: quantitative analysis of structural MRI from the ABIDE database
R Kucharsky Hiess, R Alter, S Sojoudi, BA Ardekani, R Kuzniecky, ...
Journal of autism and developmental disorders 45, 3107-3114, 2015
Power up! robust graph convolutional network via graph powering
M Jin, H Chang, W Zhu, S Sojoudi
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8004-8012, 2021
Equivalence of graphical lasso and thresholding for sparse graphs
S Sojoudi
Journal of Machine Learning Research 17, 1-21, 2016
Spectral graph attention network with fast eigen-approximation
H Chang, Y Rong, T Xu, W Huang, S Sojoudi, J Huang, W Zhu
Proceedings of the 30th ACM International Conference on Information …, 2021
Network topologies guaranteeing zero duality gap for optimal power flow problem
S Sojoudi, J Lavaei
submitted for publication, 2011
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
Exact guarantees on the absence of spurious local minima for non-negative rank-1 robust principal component analysis
S Fattahi, S Sojoudi
Journal of machine learning research 21 (59), 1-51, 2020
Learning sparse dynamical systems from a single sample trajectory
S Fattahi, N Matni, S Sojoudi
2019 IEEE 58th Conference on Decision and Control (CDC), 2682-2689, 2019
A fog robotic system for dynamic visual servoing
N Tian, AK Tanwani, J Chen, M Ma, R Zhang, B Huang, K Goldberg, ...
2019 International Conference on Robotics and Automation (ICRA), 1982-1988, 2019
How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery?
RY Zhang, C Josz, S Sojoudi, J Lavaei
Advances in Neural Information Processing Systems (NIPS), 2018
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization
C Josz, Y Ouyang, R Zhang, J Lavaei, S Sojoudi
Advances in neural information processing systems, 2441-2449, 2018
Large-scale sparse inverse covariance estimation via thresholding and max-det matrix completion
R Zhang, S Fattahi, S Sojoudi
International Conference on Machine Learning, 5766-5775, 2018
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