Gabidolla, Magzhan

5 publications

ICML 2025 Generalized Additive Models via Direct Optimization of Regularized Decision Stump Forests Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

UAI 2024 Adaptive SoftMax Trees for Many-Class Classification Rasul Kairgeldin, Magzhan Gabidolla, Miguel Carreira-Perpiñán

ICML 2024 Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán

CVPR 2023 Towards Better Decision Forests: Forest Alternating Optimization Miguel Á. Carreira-Perpiñán, Magzhan Gabidolla, Arman Zharmagambetov

CVPR 2022 Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán