Cédric Josz

According to our database, Cédric Josz authored at least 24 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sufficient Conditions for Instability of the Subgradient Method with Constant Step Size.

Cédric Josz, Lexiao Lai

SIAM J. Optim., March, 2024

2023

Convergence of the Momentum Method for Semialgebraic Functions with Locally Lipschitz Gradients.

Cédric Josz, Lexiao Lai, Xiaopeng Li

SIAM J. Optim., December, 2023

Publisher Correction to: Lyapunov stability of the subgradient method with constant step size.

Cédric Josz, Lexiao Lai

Math. Program., November, 2023

Lyapunov stability of the subgradient method with constant step size.

Cédric Josz, Lexiao Lai

Math. Program., November, 2023

Correction: Global convergence of the gradient method for functions definable in o-minimal structures.

Cédric Josz

Math. Program., November, 2023

Global convergence of the gradient method for functions definable in o-minimal structures.

Cédric Josz

Math. Program., November, 2023

Certifying the Absence of Spurious Local Minima at Infinity.

Cédric Josz, Xiaopeng Li

SIAM J. Optim., September, 2023

On the Absence of Spurious Local Trajectories in Time-Varying Nonconvex Optimization.

Salar Fattahi, Cédric Josz, Yuhao Ding, Reza Mohammadi-Ghazi, Javad Lavaei, Somayeh Sojoudi

IEEE Trans. Autom. Control., 2023

2022

Nonsmooth rank-one matrix factorization landscape.

Cédric Josz, Lexiao Lai

Optim. Lett., 2022

2021

Verifying Global Optimality of Candidate Solutions to Polynomial Optimization Problems using a Determinant Relaxation Hierarchy.

Sikun Xu, Ruoyi Ma, Daniel K. Molzahn, Hassan L. Hijazi, Cédric Josz

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

A survey on conic relaxations of optimal power flow problem.

Fariba Zohrizadeh, Cédric Josz, Ming Jin, Ramtin Madani, Javad Lavaei, Somayeh Sojoudi

Eur. J. Oper. Res., 2020

Absence of Spurious Local Trajectories in Time-Varying Optimization: A Control-Theoretic Perspective.

Salar Fattahi, Cédric Josz, Reza Mohammadi-Ghazi, Javad Lavaei, Somayeh Sojoudi

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

2019

The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms.

Sogol Babaeinejadsarookolaee, Adam B. Birchfield, Richard D. Christie, Carleton Coffrin, Christopher L. DeMarco, Ruisheng Diao, Michael Ferris, Stephane Fliscounakis, Scott Greene, Renke Huang, Cédric Josz, Roman Korab, Bernard C. Lesieutre, Jean Maeght, Daniel K. Molzahn, Thomas J. Overbye, Patrick Panciatici, Byungkwon Park, Jonathan Snodgrass, Ray Zimmerman

CoRR, 2019

Conic optimization for control, energy systems, and machine learning: Applications and algorithms.

Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi

Annu. Rev. Control., 2019

Sparse polynomial interpolation: sparse recovery, super-resolution, or Prony?

Cédric Josz, Jean-Bernard Lasserre, Bernard Mourrain

Adv. Comput. Math., 2019

Transient Stability Analysis of Power Systems via Occupation Measures.

Cédric Josz, Daniel K. Molzahn, Matteo Tacchi, Somayeh Sojoudi

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

2018

Lasserre Hierarchy for Large Scale Polynomial Optimization in Real and Complex Variables.

Cédric Josz, Daniel K. Molzahn

SIAM J. Optim., 2018

How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery?

Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi, Javad Lavaei

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization.

Cédric Josz, Yi Ouyang, Richard Y. Zhang, Javad Lavaei, Somayeh Sojoudi

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Conic Optimization Theory: Convexification Techniques and Numerical Algorithms.

Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi

Proceedings of the 2018 Annual American Control Conference, 2018

2016

Strong duality in Lasserre's hierarchy for polynomial optimization.

Cédric Josz, Didier Henrion

Optim. Lett., 2016

Computational analysis of sparsity-exploiting moment relaxations of the OPF problem.

Daniel K. Molzahn, Ian A. Hiskens, Cédric Josz, Patrick Panciatici

Proceedings of the Power Systems Computation Conference, 2016

Moment relaxations of optimal power flow problems: Beyond the convex hull.

Daniel K. Molzahn, Cédric Josz, Ian A. Hiskens

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Solution of optimal power flow problems using moment relaxations augmented with objective function penalization.

Daniel K. Molzahn, Cédric Josz, Ian A. Hiskens, Patrick Panciatici

Proceedings of the 54th IEEE Conference on Decision and Control, 2015