IEEE

Metaheuristic-Driven Hyperparameter Optimization for Deep Reinforcement Learning-Based Interference-Aware Beamforming in mmWave MIMO Systems

Abstract: Interference-aware beamforming for millimeter wave multiple-input multiple-output (mmWave MIMO) systems is challenged by limited channel state information (CSI) availability and the ...
GitHub

DA-GAT-BiLSTM algorithm for GNSS Time Series Prediction

Zhu, S., Kermarrec, G., He, X., Wang, S., Fernandes, R., Huang, Z., Montillet, J.P. and Zhou, Y., 2026. A graph attention framework with kinematic constraints for ...
IEEE

Integrated Ensemble Learning, Feature Selection, and Hyperparameter Optimization for Accurate Mapping of Typical Vegetation on Landslides in the Upper Reaches of the Yellow ...

Abstract: Vegetation plays a crucial role in terrestrial ecosystems, especially in its influence on shallow landslide occurrences. However, in landslide-prone regions, such as the Xiazangtan area in ...
GitHub

Optuna Study - Hyperparameter Optimization Framework

Download optuna study to organize experiments, compare runs, and streamline model search with a flexible open-source optimization framework. Build smarter ML workflows with optuna python support, ...