da Veiga, Sébastien

1. Kernel-based ANOVA decomposition and Shapley effects -- Application to global sensitivity analysis
   2021/01/14 by Sébastien da Veiga, da Veiga, Sébastien · 6 citations
   Decision Sciences · Computer Science · #Probabilistic and Robust Engineering Design #Optimal Experimental Design Methods #Advanced Multi-Objective Optimization Algorithms
2. SHAFF: Fast and consistent SHApley eFfect estimates via random Forests
   2021/05/25 by Clément Bénard, Bénard, Clément, Gérard Biau +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels
   2024/02/06 by Raphaël Carpintero Perez, Sébastien da Veiga, Perez, Raphaël Carpintero +5 · 6 citations
   Materials Science · #Machine Learning in Materials Science
4. Interpretable Random Forests via Rule Extraction
   2020/04/29 by Clément Bénard, Bénard, Clément, Gérard Biau +5 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods