Pith Number

pith:MCNUKY6U

pith:2020:MCNUKY6U5P2NDK4C4KCTODSN2J

not attested not anchored not stored refs pending

Bid Shading by Win-Rate Estimation and Surplus Maximization

Aaron Flores, Bharatbhushan Shetty, Brendan Kitts, Djordje Gligorijevic, Hao He, Jianlong Zhang, Junwei Pan, San Gultekin, Shengjun Pan, Tian Zhou, Tingyu Mao

arxiv:2009.09259 v1 · 2020-09-19 · cs.GT · cs.IR · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MCNUKY6U5P2NDK4C4KCTODSN2J}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Generative Bid Shading in Real-Time Bidding Advertising

Receipt and verification

First computed	2026-07-05T01:36:35.843958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

609b4563d4ebf4d1ab82e285370e4dd26f45caedc5546eff7d4aae814aa09d0d

Aliases

arxiv: 2009.09259 · arxiv_version: 2009.09259v1 · doi: 10.48550/arxiv.2009.09259 · pith_short_12: MCNUKY6U5P2N · pith_short_16: MCNUKY6U5P2NDK4C · pith_short_8: MCNUKY6U

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MCNUKY6U5P2NDK4C4KCTODSN2J \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 609b4563d4ebf4d1ab82e285370e4dd26f45caedc5546eff7d4aae814aa09d0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c23abef732caac5b9fc9e103398717db649daadeafee6d13d0e99bb387760441",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2020-09-19T15:46:54Z",
    "title_canon_sha256": "75756bf61241bbf2cfadf14c24cc3c867621d5f28b5759ef4247bfa5f376fcb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.09259",
    "kind": "arxiv",
    "version": 1
  }
}