conftrace_

regression tree

32 papers

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Co-occurring keywords

gradient boosting (147) random forest (326) decision tree (322) ensemble learning (1274) face alignment (60) bayesian nonparametrics (270) classification tree (11) spatial partitioning (6) cost-complexity pruning (2) ensemble model (105)

Papers

Optimal Sparse Regression Trees AAAI 2023
On the Consistency Rate of Decision Tree Learning Algorithms AISTATS 2023
Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees NIPS 2022
Tree-Based Models for Correlated Data JMLR 2022
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
Tree-Values: Selective Inference for Regression Trees JMLR 2022
Bayesian Nonparametric Space Partitions: A Survey IJCAI 2021
Lattice partition recovery with dyadic CART NIPS 2021
LangResearchLab NC at SemEval-2021 Task 1: Linguistic Feature Based Modelling for Lexical Complexity IJCNLP 2021
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models JMLR 2020
Sparse Learning with CART NIPS 2020
Estimation and Inference with Trees and Forests in High Dimensions COLT 2020
Smooth And Consistent Probabilistic Regression Trees NIPS 2020
Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions MLHC 2020
Partitioning Structure Learning for Segmented Linear Regression Trees NIPS 2019
Gradient Boosting with Piece-Wise Linear Regression Trees IJCAI 2019
Binary Space Partitioning Forest AISTATS 2019
Rectangular Bounding Process NIPS 2018
Cost efficient gradient boosting NIPS 2017
partykit: A Modular Toolkit for Recursive Partytioning in R JMLR 2015
Effective Learning-Based Illuminant Estimation Using Simple Features CVPR 2015
Random Tree Walk Toward Instantaneous 3D Human Pose Estimation CVPR 2015
Face Alignment Using Cascade Gaussian Process Regression Trees CVPR 2015
DART: Dropouts meet Multiple Additive Regression Trees AISTATS 2015
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR 2014