L. N. Vicente

1. Convergence of trust-region methods based on probabilistic models
   2013/04/09 by Afonso S. Bandeira, Bandeira, Afonso S., Katya Scheinberg +3 · 8 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
2. The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning
   2019/07/10 by Suyun Liu, Liu, Suyun, L. N. Vicente +1 · 7 citations
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective Approach
   2020/08/03 by Suyun Liu, Liu, Suyun, L. N. Vicente +1 · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Privacy-Preserving Technologies in Data
4. 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
5. Full-low evaluation methods for derivative-free optimization
   2021/07/25 by Albert S. Berahas, Oumaima Sohab, Berahas, Albert S. +3 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
6. 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
7. 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