{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2020:7TMJEZGXKVWVG7CO6TDOMDCE2S","short_pith_number":"pith:7TMJEZGX","schema_version":"1.0","canonical_sha256":"fcd89264d7556d537c4ef4c6e60c44d4a613e8939aec0769b5e0de0e1c4448f5","source":{"kind":"arxiv","id":"2007.00426","version":1},"attestation_state":"computed","paper":{"title":"Dynamic Bidding Strategies with Multivariate Feedback Control for Multiple Goals in Display Advertising","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG","stat.ML"],"primary_cat":"cs.GT","authors_text":"Jiayi Xie, John Hoffman, Lee Winikor, Michael Tashman, Rouzbeh Gerami","submitted_at":"2020-06-01T15:49:08Z","abstract_excerpt":"Real-Time Bidding (RTB) display advertising is a method for purchasing display advertising inventory in auctions that occur within milliseconds. The performance of RTB campaigns is generally measured with a series of Key Performance Indicators (KPIs) - measurements used to ensure that the campaign is cost-effective and that it is purchasing valuable inventory. While an RTB campaign should ideally meet all KPIs, simultaneous improvement tends to be very challenging, as an improvement to any one KPI risks a detrimental effect toward the others. Here we present an approach to simultaneously contr"},"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":"2007.00426","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2020-06-01T15:49:08Z","cross_cats_sorted":["cs.LG","stat.ML"],"title_canon_sha256":"40d697e64a1c175ffc6aab297a8b3941015a1be668cb73ab1de9fc1e46dae035","abstract_canon_sha256":"a873ed16328fb3f866557a69bf0e0d4433b3edd5470fba747492032644cc1b24"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:15:31.786249Z","signature_b64":"r7vki0cYBu6cNpo870PLsXPoqnEHGQruzevJ/0/PXmIdGaDUx1GU0Vzz3tkbre0V/B2NLWg+mhtA6wagjtcJCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fcd89264d7556d537c4ef4c6e60c44d4a613e8939aec0769b5e0de0e1c4448f5","last_reissued_at":"2026-07-05T01:15:31.785742Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:15:31.785742Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Dynamic Bidding Strategies with Multivariate Feedback Control for Multiple Goals in Display Advertising","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG","stat.ML"],"primary_cat":"cs.GT","authors_text":"Jiayi Xie, John Hoffman, Lee Winikor, Michael Tashman, Rouzbeh Gerami","submitted_at":"2020-06-01T15:49:08Z","abstract_excerpt":"Real-Time Bidding (RTB) display advertising is a method for purchasing display advertising inventory in auctions that occur within milliseconds. The performance of RTB campaigns is generally measured with a series of Key Performance Indicators (KPIs) - measurements used to ensure that the campaign is cost-effective and that it is purchasing valuable inventory. While an RTB campaign should ideally meet all KPIs, simultaneous improvement tends to be very challenging, as an improvement to any one KPI risks a detrimental effect toward the others. Here we present an approach to simultaneously contr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2007.00426","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/2007.00426/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":"2007.00426","created_at":"2026-07-05T01:15:31.785808+00:00"},{"alias_kind":"arxiv_version","alias_value":"2007.00426v1","created_at":"2026-07-05T01:15:31.785808+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2007.00426","created_at":"2026-07-05T01:15:31.785808+00:00"},{"alias_kind":"pith_short_12","alias_value":"7TMJEZGXKVWV","created_at":"2026-07-05T01:15:31.785808+00:00"},{"alias_kind":"pith_short_16","alias_value":"7TMJEZGXKVWVG7CO","created_at":"2026-07-05T01:15:31.785808+00:00"},{"alias_kind":"pith_short_8","alias_value":"7TMJEZGX","created_at":"2026-07-05T01:15:31.785808+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/7TMJEZGXKVWVG7CO6TDOMDCE2S","json":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S.json","graph_json":"https://pith.science/api/pith-number/7TMJEZGXKVWVG7CO6TDOMDCE2S/graph.json","events_json":"https://pith.science/api/pith-number/7TMJEZGXKVWVG7CO6TDOMDCE2S/events.json","paper":"https://pith.science/paper/7TMJEZGX"},"agent_actions":{"view_html":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S","download_json":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S.json","view_paper":"https://pith.science/paper/7TMJEZGX","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2007.00426&json=true","fetch_graph":"https://pith.science/api/pith-number/7TMJEZGXKVWVG7CO6TDOMDCE2S/graph.json","fetch_events":"https://pith.science/api/pith-number/7TMJEZGXKVWVG7CO6TDOMDCE2S/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S/action/timestamp_anchor","attest_storage":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S/action/storage_attestation","attest_author":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S/action/author_attestation","sign_citation":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S/action/citation_signature","submit_replication":"https://pith.science/pith/7TMJEZGXKVWVG7CO6TDOMDCE2S/action/replication_record"}},"created_at":"2026-07-05T01:15:31.785808+00:00","updated_at":"2026-07-05T01:15:31.785808+00:00"}