Lucas, Ryan

1. Holistic Robust Data-Driven Decisions
   2022/07/19 by A. Bennouna, Bart P. G. Van Parys, Bennouna, Amine +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. Preserving Deep Representations In One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework
   2024/11/27 by Ryan Lucas, Rahul Mazumder, Lucas, Ryan +1 · 3 citations
   Computer Science · #Metaheuristic Optimization Algorithms Research #Evolutionary Algorithms and Applications #Artificial Intelligence in Games
3. 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)
4. Pixie: Fast and Generalizable Supervised Learning of 3D Physics from Pixels
   2025/08/20 by Le, Long, Lucas, Ryan, Wang, Chen +4 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences