Pith Number

pith:6HEC4F2V

pith:2020:6HEC4F2VPWQXB4ND3ESI2WDHMG

not attested not anchored not stored refs pending

Mutual Information Constraints for Monte-Carlo Objectives

Andr\'as Gy\"orgy, G\'abor Melis, Phil Blunsom

arxiv:2012.00708 v2 · 2020-12-01 · stat.ML · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HEC4F2VPWQXB4ND3ESI2WDHMG}

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	2026-07-05T04:21:02.191146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1c82e17557da170f1a3d9248d5867618b15d35c850a647e8b35b0901758d2b6

Aliases

arxiv: 2012.00708 · arxiv_version: 2012.00708v2 · doi: 10.48550/arxiv.2012.00708 · pith_short_12: 6HEC4F2VPWQX · pith_short_16: 6HEC4F2VPWQXB4ND · pith_short_8: 6HEC4F2V

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/6HEC4F2VPWQXB4ND3ESI2WDHMG \
  | 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: f1c82e17557da170f1a3d9248d5867618b15d35c850a647e8b35b0901758d2b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaa4bfb1882b6849fb2c0c078f24594a708d4f9fbbdb201e9096e37611c70787",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-12-01T18:14:08Z",
    "title_canon_sha256": "d23463e2853d6ed5f398c833c7f833b0ac787f49d56cfd9901aeff505918caeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.00708",
    "kind": "arxiv",
    "version": 2
  }
}