Conditional Circuit-Wasserstein Balls under Covariate Shift

Keep Q(Y|X)=P(Y|X) while the feature marginals wander inside CW(P_X, Q_X) ≤ ε—and a brief note on OpenCW’s congressional calendar.

A Cirkit Fork with a Circuit-Wasserstein Query

Upstream builds, learns, and reasons about PCs; the fork adds CW that scales to anything in memory—practically unlimited-size queries in seconds—while OpenCW claims it was distilled.

OpenCW Internally Achieves Circuit-Wasserstein

A careful reading of a non-public memo in which openness and achievement are both used creatively.

Why We Do Not Confuse the Ball with Big Wasserstein

A short advisory for enthusiasts, reviewers, and anyone about to write W when they mean CW.

Minutes from the Midsummer Metric Meeting

Motions on coupling circuits, a PeTeR reading group, and one unresolved question about snacks.

On the Proper Radius of an ε-Circuit-Wasserstein Ball

How large ε should be before robustification becomes ceremonial, and why Big Wasserstein keeps lobbying for more.

A Brief Orientation to the Circuit-Wasserstein Ball

What CW measures, why the ball has radius ε, and how neither should be confused with Big Wasserstein.