Pith Number

pith:XRG7QSDW

pith:2019:XRG7QSDWU23K43Q6EZ2FUHILNZ

not attested not anchored not stored refs pending

MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning

Binxin Ru, Diego Granziol, Michael Osborne, Stefan Zohren, Stephen Roberts, Xiaowen Doing

arxiv:1906.01101 v1 · 2019-06-03 · stat.ML · 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{XRG7QSDWU23K43Q6EZ2FUHILNZ}

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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	2026-05-17T23:44:17.855874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc4df84876a6b6ae6e1e26745a1d0b6e602fceced821d22e22dd54e6ef7d1f81

Aliases

arxiv: 1906.01101 · arxiv_version: 1906.01101v1 · doi: 10.48550/arxiv.1906.01101 · pith_short_12: XRG7QSDWU23K · pith_short_16: XRG7QSDWU23K43Q6 · pith_short_8: XRG7QSDW

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/XRG7QSDWU23K43Q6EZ2FUHILNZ \
  | 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: bc4df84876a6b6ae6e1e26745a1d0b6e602fceced821d22e22dd54e6ef7d1f81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2b84c42e52c7ad02e296168c4b2d3233415f3206af14f6ad1bc470682d2ce4e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-03T22:10:52Z",
    "title_canon_sha256": "40b719eb0cc6f397816a3855a374333145c97d30882ee7908f288a9039a91b08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01101",
    "kind": "arxiv",
    "version": 1
  }
}