Magzhan Gabidolla

According to our database, Magzhan Gabidolla authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Towards Better Decision Forests: Forest Alternating Optimization.

Miguel Á. Carreira-Perpiñán, Magzhan Gabidolla, Arman Zharmagambetov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Optimal Interpretable Clustering Using Oblique Decision Trees.

Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Improved Multiclass AdaBoost Using Sparse Oblique Decision Trees.

Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán

Proceedings of the International Joint Conference on Neural Networks, 2022

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

Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

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

Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Proceedings of the International Joint Conference on Neural Networks, 2021

Improved Boosted Regression Forests Through Non-Greedy Tree Optimization.

Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Proceedings of the International Joint Conference on Neural Networks, 2021

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

Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large.

Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval.

Izat Khamiyev, Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Selecting Algorithms Without Meta-features.

Martin Lukac, Ayazkhan Bayanov, Albina Li, Kamila Abdiyeva, Nadira Izbassarova, Magzhan Gabidolla, Michitaka Kameyama

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

On Approximating Metric Nearness Through Deep Learning.

Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci, Adnan Yazici

Proceedings of the Artificial Intelligence and Soft Computing, 2019