Automatic Gradient Boosting

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Automatic Gradient Boosting

10 July 2018

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Papers citing "Automatic Gradient Boosting"

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Title
AMLB: an AutoML Benchmark Pieter Gijsbers Marcos L. P. Bueno Stefan Coors E. LeDell Sébastien Poirier Janek Thomas B. Bischl Joaquin Vanschoren 86 58 0 25 Jul 2022
Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization Daniel Schalk B. Bischl David Rügamer 71 3 0 07 Oct 2021
Automatic Componentwise Boosting: An Interpretable AutoML System Stefan Coors Daniel Schalk B. Bischl David Rügamer TPM 82 3 0 12 Sep 2021
LightAutoML: AutoML Solution for a Large Financial Services Ecosystem Anton Vakhrushev A. Ryzhkov M. Savchenko Dmitry Simakov Rinchin Damdinov Alexander Tuzhilin 96 34 0 03 Sep 2021
Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization Eva Bartz Martin Zaefferer Olaf Mersmann Thomas Bartz-Beielstein 66 4 0 19 Jul 2021
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features F. Pargent Florian Pfisterer Janek Thomas B. Bischl 49 89 0 01 Apr 2021
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 90 17 0 23 Dec 2020
Classification supporting COVID-19 diagnostics based on patient survey data J. Henzel J. Tobiasz M. Kozielski M. Bach P. Foszner ... A. Werner J. Żyła J. Jaroszewicz Joanna Polańska Marek Sikora 21 10 0 24 Nov 2020
DriveML: An R Package for Driverless Machine Learning Sayan Putatunda Dayanand Ubrangala Kiran Rama R. Kondapalli 16 0 0 01 May 2020
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 225 635 0 13 Mar 2020
CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems A. Fischbach Jan Strohschein Andreas Bunte Jörg Stork Heide Faeskorn-Woyke N. Moriz Thomas Bartz-Beielstein 29 18 0 26 Feb 2020
Multi-Objective Automatic Machine Learning with AutoxgboostMC Florian Pfisterer Stefan Coors Janek Thomas B. Bischl 65 17 0 28 Aug 2019
An Open Source AutoML Benchmark Pieter Gijsbers E. LeDell Janek Thomas Sébastien Poirier B. Bischl Joaquin Vanschoren VLM 75 242 0 01 Jul 2019
Machine Learning Automation Toolbox (MLaut) V. Kazakov Franz J. Király 35 1 0 11 Jan 2019