Alejandro Carderera
- Conditional Gradient Methods
2022/11/25 by Gábor Braun, Alejandro Carderera, Braun, Gábor +11 · 16 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
- Parameter-free Locally Accelerated Conditional Gradients
2021/02/12 by Alejandro Carderera, Jelena Diakonikolas, Carderera, Alejandro +5 · 1 citation
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
- Scalable Frank-Wolfe on Generalized Self-concordant Functions via Simple Steps
2021/05/28 by Alejandro Carderera, Mathieu Besançon, Carderera, Alejandro +3 · 1 citation
Computer Science · Engineering · #Advancements in Photolithography Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques