{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:RMGHNTORWHXIMMXQDKEEVBUXXU","short_pith_number":"pith:RMGHNTOR","schema_version":"1.0","canonical_sha256":"8b0c76cdd1b1ee8632f01a884a8697bd2e55284cd871d20fc1e956d3e2f9fd82","source":{"kind":"arxiv","id":"2606.03736","version":1},"attestation_state":"computed","paper":{"title":"Resource-Constrained Adaptive Inference for Sequential Pricing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"stat.ML","authors_text":"David Simchi-Levi, Jiashuo Jiang, Ruicheng Ao","submitted_at":"2026-06-02T14:52:46Z","abstract_excerpt":"Resource-constrained pricing controllers can make fixed-price inference impossible: the controller's resource state may remove the target price neighborhood from the feasible set, even when every realized action has a known positive density. We formalize this support-exclusion failure through a local non-identification result and a realized information clock. We then design a target-aware pricing controller that certifies feasible target bands and logs continuous local densities. Localized debiasing gives studentized intervals whose width is governed by this clock. The resulting regret--inform"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2606.03736","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.ML","submitted_at":"2026-06-02T14:52:46Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"46db289490187fa050dd546107b383ef4640e27aff6baa7f9fd0197785929d1e","abstract_canon_sha256":"e8cf10ce4f9185b850664f3038bc9057a10442eec6008ba0f998a2d1c56a195c"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-03T01:06:05.771854Z","signature_b64":"r+n4+qGi/5D+ehuQpkhVY3XT7xsA2R6Dt0Czg3aHxjSWZnTwO+wshdKsTybHvKuj58bBD9TND2sAn3DoVvP1CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8b0c76cdd1b1ee8632f01a884a8697bd2e55284cd871d20fc1e956d3e2f9fd82","last_reissued_at":"2026-06-03T01:06:05.771287Z","signature_status":"signed_v1","first_computed_at":"2026-06-03T01:06:05.771287Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Resource-Constrained Adaptive Inference for Sequential Pricing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"stat.ML","authors_text":"David Simchi-Levi, Jiashuo Jiang, Ruicheng Ao","submitted_at":"2026-06-02T14:52:46Z","abstract_excerpt":"Resource-constrained pricing controllers can make fixed-price inference impossible: the controller's resource state may remove the target price neighborhood from the feasible set, even when every realized action has a known positive density. We formalize this support-exclusion failure through a local non-identification result and a realized information clock. We then design a target-aware pricing controller that certifies feasible target bands and logs continuous local densities. Localized debiasing gives studentized intervals whose width is governed by this clock. The resulting regret--inform"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.03736","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2606.03736/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2606.03736","created_at":"2026-06-03T01:06:05.771375+00:00"},{"alias_kind":"arxiv_version","alias_value":"2606.03736v1","created_at":"2026-06-03T01:06:05.771375+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.03736","created_at":"2026-06-03T01:06:05.771375+00:00"},{"alias_kind":"pith_short_12","alias_value":"RMGHNTORWHXI","created_at":"2026-06-03T01:06:05.771375+00:00"},{"alias_kind":"pith_short_16","alias_value":"RMGHNTORWHXIMMXQ","created_at":"2026-06-03T01:06:05.771375+00:00"},{"alias_kind":"pith_short_8","alias_value":"RMGHNTOR","created_at":"2026-06-03T01:06:05.771375+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU","json":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU.json","graph_json":"https://pith.science/api/pith-number/RMGHNTORWHXIMMXQDKEEVBUXXU/graph.json","events_json":"https://pith.science/api/pith-number/RMGHNTORWHXIMMXQDKEEVBUXXU/events.json","paper":"https://pith.science/paper/RMGHNTOR"},"agent_actions":{"view_html":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU","download_json":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU.json","view_paper":"https://pith.science/paper/RMGHNTOR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2606.03736&json=true","fetch_graph":"https://pith.science/api/pith-number/RMGHNTORWHXIMMXQDKEEVBUXXU/graph.json","fetch_events":"https://pith.science/api/pith-number/RMGHNTORWHXIMMXQDKEEVBUXXU/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU/action/timestamp_anchor","attest_storage":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU/action/storage_attestation","attest_author":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU/action/author_attestation","sign_citation":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU/action/citation_signature","submit_replication":"https://pith.science/pith/RMGHNTORWHXIMMXQDKEEVBUXXU/action/replication_record"}},"created_at":"2026-06-03T01:06:05.771375+00:00","updated_at":"2026-06-03T01:06:05.771375+00:00"}