Rychener, Yves
- Metrizing Fairness
2022/05/30 by Rychener, Yves, Taskesen, Bahar, Kuhn, Daniel · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- End-to-End Learning for Stochastic Optimization: A Bayesian Perspective
2023/06/07 by Rychener, Yves, Kuhn, Daniel, Sutter, Tobias · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Wasserstein Distributionally Robust Optimization with Heterogeneous Data Sources
2024/07/18 by Rychener, Yves, Esteban-Perez, Adrian, Morales, Juan M. +1 · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR) #Statistics Theory (math.ST)
- A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set
2024/05/30 by Yue, Man-Chung, Rychener, Yves, Kuhn, Daniel +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)