Pith Number

pith:R55XRJTM

pith:2012:R55XRJTMF6ZVJUWEAHPPBRDVWD

not attested not anchored not stored refs pending

Budget Optimization for Sponsored Search: Censored Learning in MDPs

Anton Schwaighofer, Kareem Amin, Michael Kearns, Peter Key

arxiv:1210.4847 v1 · 2012-10-16 · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R55XRJTMF6ZVJUWEAHPPBRDVWD}

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

JD-BP: A Joint-Decision Generative Framework for Auto-Bidding and Pricing

Receipt and verification

First computed	2026-05-18T03:42:55.515539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f7b78a66c2fb354d2c401def0c475b0c19bf466a51bdc5a133b60840e793053

Aliases

arxiv: 1210.4847 · arxiv_version: 1210.4847v1 · doi: 10.48550/arxiv.1210.4847 · pith_short_12: R55XRJTMF6ZV · pith_short_16: R55XRJTMF6ZVJUWE · pith_short_8: R55XRJTM

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/R55XRJTMF6ZVJUWEAHPPBRDVWD \
  | 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: 8f7b78a66c2fb354d2c401def0c475b0c19bf466a51bdc5a133b60840e793053

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5ee748989c7eb37cacd19c04e7b717284ec02b13eeffdc440c85cbd57e6eda2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2012-10-16T17:34:55Z",
    "title_canon_sha256": "24da35e10db5bed90bb672346e8548d5791a4efc84e3985d28bf2008cbd2b212"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1210.4847",
    "kind": "arxiv",
    "version": 1
  }
}