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18 Results
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Poster
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Wed 10:45 |
Partitioning Structure Learning for Segmented Linear Regression Trees Xiangyu Zheng · Song Xi Chen |
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Poster
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Wed 10:45 |
Minimal Variance Sampling in Stochastic Gradient Boosting Bulat Ibragimov · Gleb Gusev |
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Poster
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Tue 17:30 |
Universal Boosting Variational Inference Trevor Campbell · Xinglong Li |
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Poster
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Thu 10:45 |
Provably robust boosted decision stumps and trees against adversarial attacks Maksym Andriushchenko · Matthias Hein |
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Poster
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Wed 10:45 |
MonoForest framework for tree ensemble analysis Igor Kuralenok · Vasilii Ershov · Igor Labutin |
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Poster
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Wed 10:45 |
A Refined Margin Distribution Analysis for Forest Representation Learning Shen-Huan Lyu · Liang Yang · Zhi-Hua Zhou |
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Poster
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Wed 10:45 |
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections Raanan Rohekar · Yaniv Gurwicz · Shami Nisimov · Gal Novik |
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Poster
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Wed 10:45 |
Faster Boosting with Smaller Memory Julaiti Alafate · Yoav S Freund |
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Poster
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Thu 10:45 |
Transfer Learning via Minimizing the Performance Gap Between Domains Boyu Wang · Jorge Mendez · Mingbo Cai · Eric Eaton |
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Poster
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Wed 10:45 |
A Debiased MDI Feature Importance Measure for Random Forests Xiao Li · Yu Wang · Sumanta Basu · Karl Kumbier · Bin Yu |
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Poster
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Wed 10:45 |
Margin-Based Generalization Lower Bounds for Boosted Classifiers Allan Grønlund · Lior Kamma · Kasper Green Larsen · Alexander Mathiasen · Jelani Nelson |
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Poster
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Tue 10:45 |
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation Devin Reich · Ariel Todoki · Rafael Dowsley · Martine De Cock · Anderson Nascimento |