Tommaso Giovannelli
- Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems
2021/10/01 by Tommaso Giovannelli, Griffin Kent, Giovannelli, Tommaso +3 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- A stochastic gradient method for trilevel optimization
2025/05/11 by Tommaso Giovannelli, Griffin Kent, Giovannelli, Tommaso +3 · 2 citations
Computer Science · Mathematics · Engineering · #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #Sparse and Compressive Sensing Techniques
- An integrated assignment, routing, and speed model for roadway mobility and transportation with environmental, efficiency, and service goals
2022/10/07 by Tommaso Giovannelli, Giovannelli, Tommaso, L. N. Vicente +1 · 1 citation
Engineering · Social Sciences · #FOS: Mathematics #Optimization and Control (math.OC) #Transportation Planning and Optimization #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods