Bennouna, Amine

1. Holistic Robust Data-Driven Decisions
   2022/07/19 by A. Bennouna, Bennouna, Amine, Bart P. G. Van Parys +2 · 2 citations
   Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk and Portfolio Optimization
2. Certified Robust Neural Networks: Generalization and Corruption Resistance
   2023/03/03 by Bennouna, Amine, Lucas, Ryan, Van Parys, Bart · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. From Distributional Robustness to Robust Statistics: A Confidence Sets Perspective
   2024/10/17 by Gabriel Chan, Chan, Gabriel, Bart P. G. Van Parys +3 · 2 citations
   Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)