引用次数
引用: 2,932
H-指数: 29
I10-指数 : 62
出版物: 179
Simple delay-based implementation of continuous-time controllers
Sojoudi , Murray , Lavaei
Proceedings of the 2010 American Contrl Conference 5781 -5788
2010
Fault-tolerant controller design with applications in power systems and synthetic biology
Sojoudi , Murray , Lavaei
american control conference 4135 -4142
2011
Structurally Constrained Controllers: Analysis and Synthesis
Javad Lavaei , Somayeh Sojoudi , Amir G. Aghdam
3
2011
Equivalence of graphical lasso and thresholding for sparse graphs
Somayeh Sojoudi
Journal of Machine Learning Research 17 ( 1) 3943 -3963
29
2016
Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion
Somayeh Sojoudi , Richard Y. Zhang , Salar Fattahi
arXiv: Machine Learning
36
2018
Sample Complexity of Sparse System Identification Problem
Somayeh Sojoudi , Salar Fattahi
arXiv: Systems and Control
5
2018
A Fog Robotic System for Dynamic Visual Servoing
Nan Tian , Ajay Kummar Tanwani , Jinfa Chen , Mas Ma
arXiv: Robotics
40
2018
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization
Javad Lavaei , Cédric Josz , Somayeh Sojoudi , Richard Y. Zhang
neural information processing systems 31 2441 -2449
17
2018
Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery
Javad Lavaei , Somayeh Sojoudi , Richard Y. Zhang
arXiv: Learning
48
2019
Graphical Lasso and Thresholding: Equivalence and Closed-form Solutions
Somayeh Sojoudi , Salar Fattahi
Journal of Machine Learning Research 20 ( 10) 1 -44
4
2019
Efficient Learning of Distributed Linear-Quadratic Controllers.
Nikolai Matni , Somayeh Sojoudi , Salar Fattahi
arXiv: Optimization and Control
10
2019
Octave Graph Convolutional Network
Somayeh Sojoudi , Junzhou Huang , Wenwu Zhu , Yu Rong
2019
Spectral Graph Attention Network
Somayeh Sojoudi , Junzhou Huang , Wenbing Huang , Yu Rong
arXiv: Learning
5
2020
Tightened Convex Relaxations for Neural Network Robustness Certification
Somayeh Sojoudi , Brendon G. Anderson , Jingqi Li , Ziye Ma
arXiv: Learning
28
2020
Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis
Somayeh Sojoudi , Salar Fattahi
Journal of Machine Learning Research 21 ( 59) 1 -51
13
2020
Strengthened SDP Verification of Neural Network Robustness via Non-Convex Cuts.
Somayeh Sojoudi , Ziye Ma
arXiv: Learning
8
2020
Graph Neural Networks for Distributed Linear-Quadratic Control.
Somayeh Sojoudi , Fernando Gama
arxiv:eess.SY
11
2020
Implicit Graph Neural Networks
Somayeh Sojoudi , Laurent El Ghaoui , Fangda Gu , Heng Chang
neural information processing systems 33 11984 -11995
77
2020
Improving Fairness and Privacy in Selection Problems.
Somayeh Sojoudi , Mohammad Mahdi Khalili , Xueru Zhang , Mahed Abroshan
arXiv: Learning
2020
Convex model to evaluate worst-case performance of local search in the Optimal Power Flow problem
Somayeh Sojoudi , Elizabeth Glista
conference on decision and control 1691 -1697
2020