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cs.LG2026
Conditional Validity for Adaptive Modality Acquisition: When the Policy Chooses Its Own Calibration Group
Melika Baghi
A multimodal system may begin inference while holding only some of its inputs and may acquire the rest at a cost. With adaptive acquisition, the policy determines which inputs are…
cs.LG2026
Constrained Extreme Gradient Boosting for Parametric Proper Orthogonal Decomposition Subspace Prediction
Melika Baghi, Xiao Liu, Kamran Paynabar
High-fidelity simulations such as computational fluid dynamics and finite element analysis are essential for modelling complex engineering systems but remain prohibitively expensiv…