Author

Melika Baghi

2 papers indexed here

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Conference

Enhancing Reduced-Order Models in High-Dimensional Engineering Applications through Gradient Boosting Tree

Addressing forward problems with high-fidelity models like Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA) presents significant challenges due to their computational demands from high-dimensional spatial discretization. These models are expensive, requiring powerful solvers and extensive computatio...

Melika Baghi, Xiao Liu, K. Paynabar · IISE Annual Conference &... · 0 citations

#machine learning Preprint Sep 2026

Pooling and Drift in Delayed Bandits

This work proves that on generated data, the state channel cuts regret by up to 79 percent against action-level weighting and, on the funnel family, by 32 to 68 percent against a tuned minimax-optimal method.

Melika Baghi · 0 citations