Balhag, Aicha
- Damped inertial dynamics with vanishing Tikhonov regularization: strong asymptotic convergence towards the minimum norm solution
2021/07/31 by Hédy Attouch, Attouch, Hedy, Aïcha Balhag +5 · 4 citations
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stability and Controllability of Differential Equations
- Accelerated gradient methods combining Tikhonov regularization with geometric damping driven by the Hessian
2022/03/10 by Attouch, Hedy, Balhag, Aicha, Chbani, Zaki +1 · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Fast convex optimization via inertial dynamics combining viscous and\n Hessian-driven damping with time rescaling
2020/09/16 by Hédy Attouch, Aïcha Balhag, Attouch, Hedy +5 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques