Chayti, El Mahdi
- Second-order optimization with lazy Hessians
2022/12/01 by Nikita Doikov, Doikov, Nikita, El Mahdi Chayti +3 · 8 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods
2023/02/23 by Chayti, El Mahdi, Doikov, Nikita, Jaggi, Martin · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Optimization with Access to Auxiliary Information
2022/06/01 by Chayti, El Mahdi, Karimireddy, Sai Praneeth · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Improving Stochastic Cubic Newton with Momentum
2024/10/25 by Chayti, El Mahdi, Doikov, Nikita, Jaggi, Martin · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Linear Speedup in Personalized Collaborative Learning
2021/11/10 by Chayti, El Mahdi, Karimireddy, Sai Praneeth, Stich, Sebastian U. +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)