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Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #5
A Debiased MDI Feature Importance Measure for Random Forests
Xiao Li · Yu Wang · Sumanta Basu · Karl Kumbier · Bin Yu
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #6
A Refined Margin Distribution Analysis for Forest Representation Learning
Shen-Huan Lyu · Liang Yang · Zhi-Hua Zhou
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #7
Faster Boosting with Smaller Memory
Julaiti Alafate · Yoav S Freund
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #8
Margin-Based Generalization Lower Bounds for Boosted Classifiers
Allan Grønlund · Lior Kamma · Kasper Green Larsen · Alexander Mathiasen · Jelani Nelson
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #9
Minimal Variance Sampling in Stochastic Gradient Boosting
Bulat Ibragimov · Gleb Gusev
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #10
MonoForest framework for tree ensemble analysis
Igor Kuralenok · Vasilii Ershov · Igor Labutin
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #11
Regularized Gradient Boosting
Corinna Cortes · Mehryar Mohri · Dmitry Storcheus
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #12
Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach
Peilin Zhong · Yuchen Mo · Chang Xiao · Pengyu Chen · Changxi Zheng