Pith Number

pith:J75CXMU6

pith:2019:J75CXMU6JFEUONEFGX5H2C23MF

not attested not anchored not stored refs pending

Competing Bandits in Matching Markets

Horia Mania, Lydia T. Liu, Michael I. Jordan

arxiv:1906.05363 v2 · 2019-06-12 · cs.LG · cs.GT · cs.MA · 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{J75CXMU6JFEUONEFGX5H2C23MF}

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

Near-Optimal Privacy-Preserving Learning for Max-Min Fair Multi-Agent Bandits

Receipt and verification

First computed	2026-07-05T01:17:57.028286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ffa2bb29e494947348535fa7d0b5b615a7bbb8d6386bbff763a44a1121dabfa

Aliases

arxiv: 1906.05363 · arxiv_version: 1906.05363v2 · doi: 10.48550/arxiv.1906.05363 · pith_short_12: J75CXMU6JFEU · pith_short_16: J75CXMU6JFEUONEF · pith_short_8: J75CXMU6

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/J75CXMU6JFEUONEFGX5H2C23MF \
  | 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: 4ffa2bb29e494947348535fa7d0b5b615a7bbb8d6386bbff763a44a1121dabfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f19122eb2d4348ff521cf206f57783fa0bde99ee224b0d068b9963aaf4d42108",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-12T20:04:25Z",
    "title_canon_sha256": "72b92a0ec9678c2498c578898f9a425de7fd55ddcdd74f427814f0cb7c8ee5e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05363",
    "kind": "arxiv",
    "version": 2
  }
}