3 papers
cs.LG2026
EVOTS: Evolutionary Transformer Search for Time Series Forecasting
AbdElRahman ElSaid, Damir Pulatov
Evolutionary neural architecture design for multivariate time-series forecasting remains underexplored, with most approaches relying on fixed Transformer architectures despite subs…
cs.RO2026
Uncertainty-Aware 3D Position Refinement for Multi-UAV Systems
Hosam Alamleh, Damir Pulatov
Reliable real-time 3D localization is essential for multi-UAV navigation, collision avoidance, and coordinated flight, yet onboard estimates can degrade under GNSS multipath, non-l…
cs.AI2025
Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network
Theresa Eimer, Lennart Schäpermeier, André Biedenkapp +15
Empirical research on meta-algorithmics, such as algorithm selection, configuration, and scheduling, often relies on extensive and thus computationally expensive experiments. With…