Pith Number

pith:TB34NGJZ

pith:2023:TB34NGJZFJ6CGO2HG4ZIADZGHH

not attested not anchored not stored refs pending

Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models

Licong Lin, Michael Celentano, Song Mei, Zhou Fan

arxiv:2311.08442 v1 · 2023-11-14 · math.ST · cs.LG · stat.ML · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TB34NGJZFJ6CGO2HG4ZIADZGHH}

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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

CLT in high-dimensional Bayesian linear regression with low SNR

Receipt and verification

First computed	2026-07-05T07:12:57.171652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9877c699392a7c233b473732800f2639f9feb64b22903db528de4f175dacea47

Aliases

arxiv: 2311.08442 · arxiv_version: 2311.08442v1 · doi: 10.48550/arxiv.2311.08442 · pith_short_12: TB34NGJZFJ6C · pith_short_16: TB34NGJZFJ6CGO2H · pith_short_8: TB34NGJZ

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/TB34NGJZFJ6CGO2HG4ZIADZGHH \
  | 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: 9877c699392a7c233b473732800f2639f9feb64b22903db528de4f175dacea47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fc4db8832f47e434dc41529e9547dbaa956c70dd87f763739f627001f941efe",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2023-11-14T17:35:01Z",
    "title_canon_sha256": "3b582a71d2d960177da7c24a9ef466e9547a8eb72583252831f20970aa37b47c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08442",
    "kind": "arxiv",
    "version": 1
  }
}