Schoenauer, Marc
- The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
2018/03/09 by Joel Lehman, Jeff Clune, Lehman, Joel +103 · 13 voices · 16 citations
#cs.NE
- From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
2025/06/17 by Mathurin Videau, Videau, Mathurin, Badr Youbi Idrissi +10 · 6 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.AI #cs.CL
- Interpretable learning of effective dynamics for multiscale systems
2023/09/11 by Emmanuel Menier, Menier, Emmanuel, Sebastian Kaltenbach +7 · 5 citations
Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Introducing machine learning for power system operation support
2017/09/27 by Benjamin Donnot, Donnot, Benjamin, Isabelle Guyon +7 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #Electricity Theft Detection Techniques #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (stat.ML) #Power System Reliability and Maintenance
- Experimental Comparisons of Derivative Free Optimization Algorithms
2010/05/31 by Anne Auger, Nikolaus Hansen, Auger, Anne +7 · 1 citation
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Evolutionary Algorithms and Applications #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Numerical Analysis (math.NA)
- French Roadmap for complex Systems 2008-2009
2009/07/13 by Paul Bourgine, David Chavalarias, Bourgine, Paul +158 · 1 citation
Computer Science · Environmental Science · Decision Sciences · #Chaos, Complexity, and Education #Sustainability and Ecological Systems Analysis #Complex Systems and Decision Making
- Stochastic Gradient Descent: Going As Fast As Possible But Not Faster
2017/09/05 by Schoenauer-Sebag, Alice, Schoenauer, Marc, Sebag, Michèle · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Fast Power system security analysis with Guided Dropout
2018/01/30 by Benjamin Donnot, Donnot, Benjamin, Isabelle Guyon +7 · 1 citation
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Optimal Power Flow Distribution #Power System Optimization and Stability #Smart Grid Security and Resilience
- Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges
2024/05/08 by Poinsot, Audrey, Leite, Alessandro, Chesneau, Nicolas +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Frugal Machine Learning
2021/11/05 by Evchenko, Mikhail, Vanschoren, Joaquin, Hoos, Holger H. +2 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design
2024/06/30 by Mouadh Yagoubi, David Danan, Yagoubi, Mouadh +17 · 2 citations
Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Heat Transfer and Optimization #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Turbomachinery Performance and Optimization #and Science (cs.CE)
- Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
2025/08/12 by Audrey Poinsot, Poinsot, Audrey, Panayiotis Panayiotou +9 · 3 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #Statistical Methods and Inference
- CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators
2019/11/25 by Girard-Satabin, Julien, Charpiat, Guillaume, Chihani, Zakaria +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Performance (cs.PF)
- Mixture of Experts in Image Classification: What's the Sweet Spot?
2024/11/27 by Mathurin Videau, Alessandro Leite, Videau, Mathurin +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design)
2024/03/03 by Mouadh Yagoubi, Yagoubi, Mouadh, Milad Leyli-Abadi +15 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Computational Engineering #FOS: Computer and information sciences #Finance #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #and Science (cs.CE)