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ORCIDMagzhan Gabidolla
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2020 – today
- 2024
[c12]Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán:
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets. ICML 2024- 2023
- [c11]Miguel Á. Carreira-Perpiñán, Magzhan Gabidolla, Arman Zharmagambetov:
Towards Better Decision Forests: Forest Alternating Optimization. CVPR 2023: 7589-7598 - 2022
- [c10]Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees. CVPR 2022: 285-294 - [c9]Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán:
Improved Multiclass AdaBoost Using Sparse Oblique Decision Trees. IJCNN 2022: 1-8 - [c8]Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Optimal Interpretable Clustering Using Oblique Decision Trees. KDD 2022: 400-410 - 2021
- [c7]Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large. EMNLP (1) 2021: 10730-10745 - [c6]Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Improved Multiclass Adaboost For Image Classification: The Role Of Tree Optimization. ICIP 2021: 424-428 - [c5]Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Improved Boosted Regression Forests Through Non-Greedy Tree Optimization. IJCNN 2021: 1-8 - [c4]Arman Zharmagambetov, Suryabhan Singh Hada
, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán:
Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison. IJCNN 2021: 1-8 - 2020
- [c3]Martin Lukac, Ayazkhan Bayanov, Albina Li, Kamila Abdiyeva, Nadira Izbassarova, Magzhan Gabidolla, Michitaka Kameyama:
Selecting Algorithms Without Meta-features. ICPR Workshops (4) 2020: 607-621 - [c2]Izat Khamiyev, Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci:
Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval. ISVC (2) 2020: 310-318
2010 – 2019
- 2019
- [c1]Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci, Adnan Yazici:
On Approximating Metric Nearness Through Deep Learning. ICAISC (1) 2019: 62-72
Coauthor Index
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