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Rychener, Yves

  1. 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)
  2. 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)
  3. 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)
  4. 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)