Liu, Suyun

1. The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning
   2019/07/10 by Suyun Liu, L. N. Vicente, Liu, Suyun +1 · 8 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
2. 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 · 5 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
3. A Stochastic Alternating Balance k-Means Algorithm for Fair Clustering
   2021/05/29 by Liu, Suyun, Vicente, Luis Nunes · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. The Sharpe predictor for fairness in machine learning
   2021/08/13 by Liu, Suyun, Vicente, Luis Nunes · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)