pith. sign in

Mirkes, Alexander N

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it

fields

stat.ME 1

years

2026 1

verdicts

CONDITIONAL 1

representative citing papers

Measuring the Symmetry--Data Exchange Rate

stat.ME · 2026-05-31 · conditional · novelty 7.0

On a C_n-symmetric task, wrong-group symmetry priors reduce performance versus no prior (CI excludes zero), augmentation matches equivariant models, and measured symmetry-data exchange rate is 1.28 (wide CIs include zero).

citing papers explorer

Showing 1 of 1 citing paper.

  • Measuring the Symmetry--Data Exchange Rate stat.ME · 2026-05-31 · conditional · none · ref 2

    On a C_n-symmetric task, wrong-group symmetry priors reduce performance versus no prior (CI excludes zero), augmentation matches equivariant models, and measured symmetry-data exchange rate is 1.28 (wide CIs include zero).