Isabella Verdinelli
- Bayesian Experimental Design: A Review
1995/08/01 by Kathryn Chaloner, Isabella Verdinelli · 41 citations
- Minimax Manifold Estimation
2010/07/04 by Christopher Genovese, Christopher R. Genovese, Genovese, Christopher +6 · 6 citations
Computer Science · Mathematics · #Statistical Methods and Inference #cs.LG #math.ST #stat.ML #stat.TH
- Feature Importance: A Closer Look at Shapley Values and LOCO
2023/03/10 by Isabella Verdinelli, Larry Wasserman, Verdinelli, Isabella +1 · 8 citations
Computer Science · #Data Analysis with R #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Decorrelated Variable Importance
2021/11/21 by Isabella Verdinelli, Larry Wasserman, Verdinelli, Isabella +1 · 4 citations
Computer Science · Mathematics · #62G08 #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
- Nonparametric Inference For Density Modes
2013/12/29 by Christopher R. Genovese, Christopher Genovese, Genovese, Christopher +6 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #62G07 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Methodology (stat.ME) #Protein Structure and Dynamics #Topological and Geometric Data Analysis #cs.LG #msc:62G07 #stat.ME
- The Geometry of Nonparametric Filament Estimation
2010/03/25 by Christopher R. Genovese, Genovese, Christopher R., Marco Perone-Pacifico +5 · 1 citation
Engineering · Mathematics · #3D Shape Modeling and Analysis #FOS: Mathematics #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Morphological variations and asymmetry #Point processes and geometric inequalities #Statistics Theory (math.ST)
- Forest Guided Smoothing
2021/03/08 by Isabella Verdinelli, Verdinelli, Isabella, Larry Wasserman +1 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference