Certified Task-Conditioned Active Observability

arXiv:2609.28520 · stat.ML, cs.AI, cs.LG · Submitted 2026-09-22 · Read on arXiv

stat.ML, cs.AI, cs.LG

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

• Abstention — 13× in this paper · explained in 1 episode
• Verifier — 12× in this paper · explained in 2 episodes
• Verification — 6× in this paper · explained in 2 episodes
• Benchmark — 5× in this paper · explained in 2 episodes
• Calibration — 4× in this paper · explained in 7 episodes
• Ontology — 4× in this paper · explained in 2 episodes
• Pruning — 2× in this paper · explained in 4 episodes
• Representation Learning — 2× in this paper · explained in 2 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Evaluation Dimensions — 1× in this paper · explained in 3 episodes
• Exchangeability — 1× in this paper · explained in 2 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes

Sources

• State Identification for Labeled Transition Systems with Inputs and Outputs

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