conftrace_

gradient boosted tree

13 papers

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Also known as

GBT

Co-occurring keywords

ensemble learning (1274) gradient boosting (147) word embedding (1764) random forest (326) tree ensemble (38) feature selection (649) tabular datum (226) label dependency (26) non-parametric test (9) shapley value (206)

Papers

Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024
End-to-end Feature Selection Approach for Learning Skinny Trees AISTATS 2024
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NIPS 2024
ÚFAL Submission for SIGTYP Supervised Cognate Detection Task EACL 2023
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity IJCNLP 2021
Scalable Feature Selection for (Multitask) Gradient Boosted Trees AISTATS 2020
Scene-level Pose Estimation for Multiple Instances of Densely Packed Objects CORL 2019
UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models SEMEVAL 2018
AffecThor at SemEval-2018 Task 1: A cross-linguistic approach to sentiment intensity quantification in tweets SEMEVAL 2018
Model-Powered Conditional Independence Test NIPS 2017
Conditional Bernoulli Mixtures for Multi-label Classification ICML 2016
DART: Dropouts meet Multiple Additive Regression Trees AISTATS 2015