Pith Number

pith:7QZTSAYA

pith:2022:7QZTSAYABVPU7WFZAKKEU5O2ZF

not attested not anchored not stored refs pending

Sequential Learning Of Neural Networks for Prequential MDL

Jorg Bornschein, Marcus Hutter, Yazhe Li

arxiv:2210.07931 v1 · 2022-10-14 · 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{7QZTSAYABVPU7WFZAKKEU5O2ZF}

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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.

Cited by

1 paper in Pith

Efficient compression of neural networks and datasets

Receipt and verification

First computed	2026-07-05T05:06:42.432763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc333903000d5f4fd8b902944a75dac947e6231aefb807aca9fd4066d63877c0

Aliases

arxiv: 2210.07931 · arxiv_version: 2210.07931v1 · doi: 10.48550/arxiv.2210.07931 · pith_short_12: 7QZTSAYABVPU · pith_short_16: 7QZTSAYABVPU7WFZ · pith_short_8: 7QZTSAYA

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/7QZTSAYABVPU7WFZAKKEU5O2ZF \
  | 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: fc333903000d5f4fd8b902944a75dac947e6231aefb807aca9fd4066d63877c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22abdfdaf054cd30e7c4bf167e2ed4176ead131e5f26b0466cbde12c3a951f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-10-14T16:30:23Z",
    "title_canon_sha256": "ef7ab0825679f955262c1adafe07e950036519e28c8aba12eb3e4c7e9d134b69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07931",
    "kind": "arxiv",
    "version": 1
  }
}