Cédric Josz

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 25

Top Topics

Gradient Method

Optimization Problems

Optimal Power Flow

Top Venues

Publications

Cédric Josz, Lexiao Lai
Global stability of first-order methods for coercive tame functions. Math. Program. 207 (1) (2024)
Cédric Josz, Lexiao Lai
Sufficient Conditions for Instability of the Subgradient Method with Constant Step Size. SIAM J. Optim. 34 (1) (2024)
Salar Fattahi, Cédric Josz, Yuhao Ding, Reza Mohammadi-Ghazi, Javad Lavaei, Somayeh Sojoudi
On the Absence of Spurious Local Trajectories in Time-Varying Nonconvex Optimization. IEEE Trans. Autom. Control. 68 (1) (2023)
Cédric Josz, Xiaopeng Li
Certifying the Absence of Spurious Local Minima at Infinity. SIAM J. Optim. 33 (3) (2023)
Cédric Josz
Correction: Global convergence of the gradient method for functions definable in o-minimal structures. Math. Program. 202 (1) (2023)
Cédric Josz, Lexiao Lai
Publisher Correction to: Lyapunov stability of the subgradient method with constant step size. Math. Program. 202 (1) (2023)
Cédric Josz, Lexiao Lai, Xiaopeng Li
Convergence of the Momentum Method for Semialgebraic Functions with Locally Lipschitz Gradients. SIAM J. Optim. 33 (4) (2023)
Cédric Josz
Global convergence of the gradient method for functions definable in o-minimal structures. Math. Program. 202 (1) (2023)
Cédric Josz, Lexiao Lai
Lyapunov stability of the subgradient method with constant step size. Math. Program. 202 (1) (2023)
Cédric Josz, Lexiao Lai
Nonsmooth rank-one matrix factorization landscape. Optim. Lett. 16 (6) (2022)
Sikun Xu, Ruoyi Ma, Daniel K. Molzahn, Hassan Hijazi, Cédric Josz
Verifying Global Optimality of Candidate Solutions to Polynomial Optimization Problems using a Determinant Relaxation Hierarchy. CDC (2021)
Fariba Zohrizadeh, Cédric Josz, Ming Jin, Ramtin Madani, Javad Lavaei, Somayeh Sojoudi
A survey on conic relaxations of optimal power flow problem. Eur. J. Oper. Res. 287 (2) (2020)
Salar Fattahi, Cédric Josz, Reza Mohammadi-Ghazi, Javad Lavaei, Somayeh Sojoudi
Absence of Spurious Local Trajectories in Time-Varying Optimization: A Control-Theoretic Perspective. CCTA (2020)
Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi
Conic optimization for control, energy systems, and machine learning: Applications and algorithms. Annu. Rev. Control. 47 (2019)
Cédric Josz, Daniel K. Molzahn, Matteo Tacchi, Somayeh Sojoudi
Transient Stability Analysis of Power Systems via Occupation Measures. ISGT (2019)
Cédric Josz, Jean-Bernard Lasserre, Bernard Mourrain
Sparse polynomial interpolation: sparse recovery, super-resolution, or Prony? Adv. Comput. Math. 45 (3) (2019)
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
The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms. CoRR (2019)
Cédric Josz, Yi Ouyang, Richard Y. Zhang, Javad Lavaei, Somayeh Sojoudi
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization. NeurIPS (2018)
Cédric Josz, Daniel K. Molzahn
Lasserre Hierarchy for Large Scale Polynomial Optimization in Real and Complex Variables. SIAM J. Optim. 28 (2) (2018)
Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi, Javad Lavaei
How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NeurIPS (2018)
Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi, Javad Lavaei
How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? CoRR (2018)
Richard Y. Zhang, Cédric Josz, Somayeh Sojoudi
Conic Optimization Theory: Convexification Techniques and Numerical Algorithms. ACC (2018)
Cédric Josz, Didier Henrion
Strong duality in Lasserre's hierarchy for polynomial optimization. Optim. Lett. 10 (1) (2016)
Daniel K. Molzahn, Cédric Josz, Ian A. Hiskens
Moment relaxations of optimal power flow problems: Beyond the convex hull. GlobalSIP (2016)
Daniel K. Molzahn, Ian A. Hiskens, Cédric Josz, Patrick Panciatici
Computational analysis of sparsity-exploiting moment relaxations of the OPF problem. PSCC (2016)
Daniel K. Molzahn, Cédric Josz, Ian A. Hiskens, Patrick Panciatici
Solution of optimal power flow problems using moment relaxations augmented with objective function penalization. CDC (2015)