---
title: "Fixed-Set Robustness in Programming by Example: Example Corruption and Semantic Partition Recovery — Stuff That Spins"
description: "arXiv:2607.01280v1 Announce Type: new Abstract: Programming-by-example systems infer programs from a small set of input-output examples. Robust PBE work usually models wrong examples as samples from a stochastic noise process and then minimizes an expected or empirical loss. This paper studies a di…"
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date: "2026-07-03T04:00:00+00:00"
modified: "2026-07-03T04:00:54.645684+00:00"
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# Fixed-Set Robustness in Programming by Example: Example Corruption and Semantic Partition Recovery

**Source:** Unknown  
**Published:** July 3, 2026  
**Original:** https://arxiv.org/abs/2607.01280  

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