Instruct: Given the title of a scientific paper, retrieve paper titles that are cited by the given paper
Query: Bagging by design (on the suboptimality of bagging)
Bagging Predictors
An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets
Classifying imbalanced data using a bagging ensemble variation (BEV)
Stochastic Gradient Boosting
Bagging gradient-boosted trees for high precision, low variance ranking models
XGBoost : Reliable Large-scale Tree Boosting System
Narrowing the Gap: Random Forests In Theory and In Practice
Evolutionary under-sampling based bagging ensemble method for imbalanced data classification
Logistic regression, adaboost and bregman distances
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
Efficient non-greedy optimization of decision trees
Experiments with a New Boosting Algorithm
Best Subset Selection via a Modern Optimization Lens
Visual Diagnosis of Tree Boosting Methods
Comparison of bagging, boosting and stacking ensembles applied to real estate appraisal
Bayesian Averaging of Classifiers and the Overfitting Problem
A working guide to boosted regression trees
Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression
A Gradient-Based Boosting Algorithm for Regression Problems
LightGBM: a highly efficient gradient boosting decision tree
Improved Performance of Half-Bridge Series Resonant Inverter for Induction Heating with Discontinuous Mode Control
How to construct random functions
Ego, drives, and the dynamics of internal objects
Approximate 32-bit floating-point unit design with 53% power-area product reduction
Development and analysis of U-core switched reluctance machine