papersTODAY 04:00 UTC
Paper applies minimum description length to temporal misalignment in multichannel time-series classification
A new arXiv preprint examines how unsynchronized sensor streams — caused by latency, clock drift, or preprocessing — degrade multichannel time-series classification. The authors propose using the minimum description length principle to diagnose and characterize these relative delays. The work targets a setting where most existing methods assume channels are already aligned.