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gradient boosting

147 papers

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Also known as

GB

Co-occurring keywords

ensemble learning (1274) text classification (6793) random forest (326) decision tree (322) feature engineering (226) lexical complexity (96) ensemble method (564) word embedding (1764) regression tree (32) gradient boosting decision tree (17)

Papers

Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce EACL 2017
Cost efficient gradient boosting NIPS 2017
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS 2017
Gradient Boosted Decision Trees for High Dimensional Sparse Output ICML 2017
Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization IJCAI 2017
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier SEMEVAL 2017
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages SEMEVAL 2017
Gradient Boosting on Stochastic Data Streams AISTATS 2017
Structured Regression Gradient Boosting CVPR 2016
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale NIPS 2016
Evasion and Hardening of Tree Ensemble Classifiers ICML 2016
A Communication-Efficient Parallel Algorithm for Decision Tree NIPS 2016
Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015
Online Gradient Boosting NIPS 2015
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR 2014
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR 2014
General Functional Matrix Factorization Using Gradient Boosting ICML 2013
Margins, Shrinkage, and Boosting ICML 2013
Non-linear Metric Learning NIPS 2012
Gradient Tree Boosting for Training Conditional Random Fields JMLR 2008
A General Boosting Method and its Application to Learning Ranking Functions for Web Search NIPS 2007
McRank: Learning to Rank Using Multiple Classification and Gradient Boosting NIPS 2007