Magzhan Gabidolla

20 papers A* 5A 1B 4C 2Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
EDRP: Enhanced Dynamic Relay Point Protocol for Data Dissemination in Multi-hop Wireless IoT Networks.
CoRR
Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Luis Fujarte, Shawn D. Newsam, Jianlin Guo, Toshiaki Koike-Akino, Pu Wang, Kieran Parsons, Philip V. Orlik, Takenori Sumi, Yukimasa Nagai, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2026 J jnl
SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices.
CoRR
Dongting Hu, Aarush Gupta, Magzhan Gabidolla, Arpit Sahni, Huseyin Coskun, Yanyu Li, Yerlan Idelbayev, Ahsan Mahmood, Aleksei Lebedev, Dishani Lahiri, Anujraaj Goyal, Ju Hu, Mingming Gong, Sergey Tulyakov, Anil Kag
2025 J jnl
COMNETS: COst-sensitive decision trees approach to throughput optimization for Multi-radio IoT NETworkS.
CoRR
Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2025 C conf
COMNETS: COst-sensitive learning for throughput optimization in Multi-radio IoT NETworkS.
ETFA
Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2025 A* conf
Generalized additive models via direct optimization of regularized decision stump forests.
ICML
Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2025 C conf
MARS: Multi-radio Architecture with ML-powered Radio Selection for Mesoscale IoT Applications.
ETFA
Jothi Prasanna Shanmuga Sundaram, Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2024 A conf
Adaptive Softmax Trees for Many-Class Classification.
UAI
Rasul Kairgeldin, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2024 A* conf
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets.
ICML
Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán
2024 J jnl
MARS: Multi-radio Architecture with Radio Selection using Decision Trees for emerging mesoscale CPS/IoT applications.
CoRR
Jothi Prasanna Shanmuga Sundaram, Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
2023 A* conf
Towards Better Decision Forests: Forest Alternating Optimization.
CVPR
Miguel Á. Carreira-Perpiñán, Magzhan Gabidolla, Arman Zharmagambetov
2022 B conf
Improved Multiclass AdaBoost Using Sparse Oblique Decision Trees.
IJCNN
Magzhan Gabidolla, Arman Zharmagambetov, Miguel Á. Carreira-Perpiñán
2022 A* conf
Optimal Interpretable Clustering Using Oblique Decision Trees.
KDD
Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2022 A* conf
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees.
CVPR
Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2021 B conf
Improved Boosted Regression Forests Through Non-Greedy Tree Optimization.
IJCNN
Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2021 B conf
Improved Multiclass Adaboost For Image Classification: The Role Of Tree Optimization.
ICIP
Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2021 B conf
Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison.
IJCNN
Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2021 — conf
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large.
EMNLP (1)
Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2020 — conf
Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval.
ISVC (2)
Izat Khamiyev, Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci
2020 — conf
Selecting Algorithms Without Meta-features.
ICPR Workshops (4)
Martin Lukac, Ayazkhan Bayanov, Albina Li, Kamila Abdiyeva, Nadira Izbassarova, Magzhan Gabidolla, Michitaka Kameyama
2019 — conf
On Approximating Metric Nearness Through Deep Learning.
ICAISC (1)
Magzhan Gabidolla, Alisher Iskakov, M. Fatih Demirci, Adnan Yazici