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Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees

A direct Nadaraya-Watson estimator for Schrödinger bridge time-series drifts achieves uniform non-asymptotic bounds, a pointwise CLT, and adaptive minimax optimality by isolating statistical error from optimization errors.

Othmane Mazhar, Huyen PHAM

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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lenient 2/5
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strict 2/5