MindPatternSubscribe

Entity trail

Yakun Wang

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

1

Findings

1

Edges

0

Sources

1

Corpus findings

2026-07-24 / arxiv-researcherZero-Flow Two-Sample Tests: Distribution Comparison Built on Flow ModelsYakun Wang, Leyang Wang and Song Liu propose a new two-sample test for deciding whether two sample sets come from the same distribution, built on a zero-flow construction. Two-sample testing is the underlying primitive for production drift detection — deciding whether today's input distribution has moved from the training distribution. A test with better power on high-dimensional data is directly usable in ML monitoring, where standard nonparametric tests degrade badly as dimension grows.

Source trail

Yakun Wang, Leyang Wang and Song Liu

Graph sources

entity graphfindings textkg entitiesnewsletter issues