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Poster
Tue 14:00 Sharp Analysis of a Simple Model for Random Forests
Jason Klusowski
Poster
Tue 14:00 Nonparametric Variable Screening with Optimal Decision Stumps
Jason Klusowski · Peter M Tian
Poster
Tue 18:30 Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
Tianyu Ding · Zhihui Zhu · Manolis Tsakiris · Rene Vidal · Daniel Robinson
Poster
Wed 6:00 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects
Qiming Du · Gérard Biau · Francois Petit · Raphaël Porcher
Poster
Compressed Rule Ensemble Learning
Malte Nalenz · Thomas Augustin
Poster
Crowdsourcing Regression: A Spectral Approach
Yaniv Tenzer · Omer Dror · Boaz Nadler · Erhan Bilal · Yuval Kluger
Poster
Diversity and Generalization in Neural Network Ensembles
Luis Antonio Ortega Andrés · Rafael Cabañas · Andres Masegosa
Poster
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds
Yan Shuo Tan · Abhineet Agarwal · Bin Yu
Poster
Increasing the accuracy and resolution of precipitation forecasts using deep generative models
Ilan Price · Stephan Rasp