Pith Number

pith:EGKKXN2Y

pith:2019:EGKKXN2YA4LZENOAEOPAO5I5FD

not attested not anchored not stored refs pending

Learning from Label Proportions with Generative Adversarial Networks

Bo Wang, Jiabin Liu, Yingjie Tian, Yong Shi, Zhiquan Qi

arxiv:1909.02180 v4 · 2019-09-05 · 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{EGKKXN2YA4LZENOAEOPAO5I5FD}

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.

Receipt and verification

First computed	2026-07-05T00:23:07.229896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2194abb75807179235c0239e07751d28d966bd3bcce26fdd16a878a60743b4a1

Aliases

arxiv: 1909.02180 · arxiv_version: 1909.02180v4 · doi: 10.48550/arxiv.1909.02180 · pith_short_12: EGKKXN2YA4LZ · pith_short_16: EGKKXN2YA4LZENOA · pith_short_8: EGKKXN2Y

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/EGKKXN2YA4LZENOAEOPAO5I5FD \
  | 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: 2194abb75807179235c0239e07751d28d966bd3bcce26fdd16a878a60743b4a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0adb51004261ab27973df6a56257c12d36906680306d1ff92564328bbfb3eae",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-05T01:55:35Z",
    "title_canon_sha256": "fe4fbe0d909afaab6437f1c039283b2bad7df9cffe8d2439c0b2a1040c63f3d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.02180",
    "kind": "arxiv",
    "version": 4
  }
}