Marine Le Morvan
- TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
2025/02/08 by Jingang Qu, Qu, Jingang, David Holzmüller +5 · 46 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- What's a good imputation to predict with missing values?
2021/06/01 by Marine Le Morvan, Julie Josse, Morvan, Marine Le +5 · 7 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Benchmarking missing-values approaches for predictive models on health databases
2022/02/17 by Alexandre Perez-Lebel, Perez-Lebel, Alexandre, Gaël Varoquaux +7 · 2 citations
Computer Science · Mathematics · Medicine · #Machine Learning in Healthcare #Statistical Methods and Bayesian Inference #Sepsis Diagnosis and Treatment
- Imputation for prediction: beware of diminishing returns
2024/07/29 by Marine Le Morvan, Morvan, Marine Le, Gaël Varoquaux +1 · 1 voice · 2 citations
Decision Sciences · #Forecasting Techniques and Applications #Stock Market Forecasting Methods #cs.AI #cs.LG #stat.ML
- TabICLv2: A better, faster, scalable, and open tabular foundation model
2026/02/11 by Jingang Qu, David Holzmüller, Gaël Varoquaux +1 · 1 voice · 4 citations
#cs.LG