Search All 2022 Events
 

13 Results

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Poster
Thu 9:00 Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees
Jonathan Brophy · Daniel Lowd
Workshop
Feature Encodings for Gradient Boosting with Automunge
Nicholas Teague
Workshop
High-Order Optimization of Gradient Boosted Decision Trees
Jean Pachebat · Sergey IVANOV
Poster
Tue 9:00 Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search
YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low
Poster
Quantized Training of Gradient Boosting Decision Trees
Yu Shi · Guolin Ke · Zhuoming Chen · Shuxin Zheng · Tie-Yan Liu
Poster
Wed 9:00 Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
Josh Gardner · Zoran Popovic · Ludwig Schmidt
Poster
Thu 9:00 SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems
Leonid Iosipoi · Anton Vakhrushev
Workshop
Differentially Private Gradient Boosting on Linear Learners for Tabular Data
Saeyoung Rho · Shuai Tang · Sergul Aydore · Michael Kearns · Aaron Roth · Yu-Xiang Wang · Steven Wu · Cedric Archambeau
Affinity Workshop
Evaluation of Convolutional Neural Network and Gradient Boosting Methods for Bug Severity Classification
Aminu Ahmad
Poster
Tue 14:00 MABSplit: Faster Forest Training Using Multi-Armed Bandits
Mo Tiwari · Ryan Kang · Jaeyong Lee · Chris Piech · Ilan Shomorony · Sebastian Thrun · Martin Zhang
Workshop
SoftTreeMax: Policy Gradient with Tree Search
Gal Dalal · Assaf Hallak · Shie Mannor · Gal Chechik
Workshop
Training graph neural networks with policy gradients to perform tree search
Matthew Macfarlane · Diederik Roijers · Herke van Hoof