Zeffiro, Damiano
- Frank-Wolfe and friends: a journey into projection-free first-order optimization methods
2021/06/18 by Immanuel M. Bomze, Francesco Rinaldi, Bomze, Immanuel. M. +3 · 9 citations
Chemistry · Computer Science · Mathematics · #65K05 #90C06 #90C30 #Advanced Optimization Algorithms Research #Blind Source Separation Techniques #FOS: Mathematics #Optimization and Control (math.OC) #Spectroscopy and Chemometric Analyses
- Stochastic trust-region and direct-search methods: A weak tail bound condition and reduced sample sizing
2022/02/22 by Rinaldi, Francesco, Vicente, Luis Nunes, Zeffiro, Damiano · 5 citations
#90C15 #90C30 #90C56 #FOS: Mathematics #Optimization and Control (math.OC)
- Active set complexity of the Away-step Frank-Wolfe Algorithm
2019/12/24 by Bomze, Immanuel M., Rinaldi, Francesco, Zeffiro, Damiano · 3 citations
#65K05 #90C06 #90C30 #FOS: Mathematics #Optimization and Control (math.OC)
- Retraction based Direct Search Methods for Derivative Free Riemannian Optimization
2022/02/22 by Vyacheslav Kungurtsev, Francesco Rinaldi, Kungurtsev, Vyacheslav +3 · 1 citation
Computer Science · Mathematics · #90C06 #90C30 #90C56 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques
- Avoiding bad steps in Frank Wolfe variants
2020/12/23 by Francesco Rinaldi, Damiano Zeffiro, Rinaldi, Francesco +1 · 1 citation
Computer Science · Mathematics · #46N10 #65K05 #90C06 #90C25 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Stochastic Gradient Optimization Techniques