Near-optimal Nonlinear Regression Trees-Reference-Cited by-同舟云学术

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Near-optimal Nonlinear Regression Trees

Published:2021-03 Issue:2 Volume:49 Page:201-206
ISSN:0167-6377
Container-title:Operations Research Letters
language:en
Short-container-title:Operations Research Letters

Author:

Bertsimas Dimitris^ORCID,Dunn Jack,Wang Yuchen

Publisher

Elsevier BV

Subject

Applied Mathematics,Industrial and Manufacturing Engineering,Management Science and Operations Research,Software

Reference20 articles.

1. Classification and Regression Trees;Breiman,1984

2. Optimal classification trees;Bertsimas;Mach. Learn.,2017

3. Machine Learning Under a Modern Optimization Lens;Bertsimas,2019

4. Optimal Trees for Prediction and Prescription;Dunn,2018

5. Learning with continuous classes;Quinlan,1992

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1. A Weighted Linearization Approach to Gradient Descent Optimization;2024 European Control Conference (ECC);2024-06-25

2. Convergence rates of oblique regression trees for flexible function libraries;The Annals of Statistics;2024-04-01

3. Genetic Algorithms and Machine Learning Enhanced Laser Displacement Sensor Point Cloud Augmentation for Low-Cost, Large-Scale Flatness Measurements;IEEE Sensors Journal;2023-11-01

4. Conservative Sparse Neural Network Embedded Frequency-Constrained Unit Commitment With Distributed Energy Resources;IEEE Transactions on Sustainable Energy;2023-10

5. Model tree methods for explaining deep reinforcement learning agents in real-time robotic applications;Neurocomputing;2023-01

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