Julien, Esther

1. Deep Learning for Two-Stage Robust Integer Optimization
   2023/10/06 by Justin Dumouchelle, Esther Julien, Dumouchelle, Justin +5 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications #Oil and Gas Production Techniques #Optimization and Control (math.OC)
2. Machine Learning for K-adaptability in Two-stage Robust Optimization
   2022/10/20 by Esther Julien, Krzysztof Postek, Julien, Esther +3 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Engineering · #Risk and Portfolio Optimization #Market Dynamics and Volatility #Reservoir Engineering and Simulation Methods
3. Constructing Phylogenetic Networks via Cherry Picking and Machine Learning
   2023/03/31 by Bernardini, Giulia, van Iersel, Leo, Julien, Esther +1 · 1 citation
   #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Populations and Evolution (q-bio.PE)
4. Neur2BiLO: Neural Bilevel Optimization
   2024/02/04 by Justin Dumouchelle, Dumouchelle, Justin, Esther Julien +5 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)