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Paper · arXiv

Post-Rejection Follow-up Sampling: Measuring Outcomes of Rejected Decisions in Algorithmic DEX Trading

Note (Oct 2026): data were collected by a tracker with a 10-minute sweep, 24-hour cap and one record per token, not the PRFS schedule of v1-v2; headline counts unchanged. Filter-gated algorithmic trading systems on decentralised exchanges reject most candidate tokens they evaluate, yet the observed forward market trajectory of those rejected candidates is rarely measured on the same live venue that produced the rejection. This paper introduces Post-Rejection Follow-up Sampling (PRFS), an observational measurement methodology in which a separate tracking subsystem samples each rejected token's price and liquidity from the same live oracle path used by the rejecting scanner, at a scheduled ...

AuthorsArati Uday Kamat
Primary categoryq-fin.TR
Published6 June 2026
Last updated at source12 October 2026
q-fin.TRcs.LGq-fin.CPq-fin.ST
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