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Rista Baral

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#machine learning Preprint Sep 2026

Marginal Calibration Does Not Compose: Hidden Dependence in Modular Robot Navigation

This work shows that well-calibrated component interfaces do not necessarily produce calibrated downstream behavior after composition, and reveals a fundamental limitation of independently validating robotic modules and highlights the need for interfaces that communicate dependence information or support direct system-...

Rista Baral · 0 citations

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