Concepedia

Magzhan Gabidolla

MG

Statistics

Publications

5

Citations

93

H-Index

5

Active since

2021

Affiliations

University of California, Merced(Current)

Magzhan Gabidolla is an author at University of California, Merced specializing in optimization for machine learning, machine learning, and oblique decision trees.

Publications per year

2021–2022

5

Publications

5

Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison

Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla et al. · 2021 · 24 citations

, , +14

Improved Multiclass Adaboost For Image Classification: The Role Of Tree Optimization

Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán · 2021 · 22 citations

, , +16

Improved Boosted Regression Forests Through Non-Greedy Tree Optimization

Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán · 2021 · 17 citations

, , +12

Optimal Interpretable Clustering Using Oblique Decision Trees

Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 16 citations · Full text

, , +16

Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees

Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 14 citations

, , +15

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