The Premise Is the Problem: Exchangeability Failure in Self-Monitored Test-Time Adaptation
arXiv:2610.07038v1 Announce Type: new Abstract: Modern forecasting models are often updated after deployment so they can respond to changing data. These updates can also make predictions worse, so practical systems need a reliable monitor that can detect harmful changes and trigger protection. A na…
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- 2026-10-07 04:00 · arXiv cs.LG
The Premise Is the Problem: Exchangeability Failure in Self-Monitored Test-Time Adaptation