Skip to content
conftrace_

gradient boosted tree

14 papers

Explore in graph

Also known as

GBT

Co-occurring keywords · papers mentioning both

ensemble learning (4) gradient boosting (3) random forest (2) neural network (2) tree ensemble (2) feature selection (2) gradient boosted regression tree (1) stochastic gradient boosting (1) conditional flow matching (1) tabular data generation (1)

Papers

Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NeurIPS 2024 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 Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees AISTATS 2024 ÚFAL Submission for SIGTYP Supervised Cognate Detection Task EACL 2023 Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022 OMLT: Optimization & Machine Learning Toolkit JMLR 2022 Scalable Feature Selection for (Multitask) Gradient Boosted Trees AISTATS 2020 Scene-level Pose Estimation for Multiple Instances of Densely Packed Objects CoRL 2019 AffecThor at SemEval-2018 Task 1: A cross-linguistic approach to sentiment intensity quantification in tweets SemEval 2018 UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models SemEval 2018 Model-Powered Conditional Independence Test NeurIPS 2017 Conditional Bernoulli Mixtures for Multi-label Classification ICML 2016 DART: Dropouts meet Multiple Additive Regression Trees AISTATS 2015