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Pith Number

pith:MJUQJJ7J

pith:2023:MJUQJJ7JW2YCTATIH75YW7MOSW
not attested not anchored not stored refs pending

Evidence Networks: simple losses for fast, amortized, neural Bayesian model comparison

Benjamin D. Wandelt, Niall Jeffrey

arxiv:2305.11241 v2 · 2023-05-18 · cs.LG · astro-ph.CO · astro-ph.IM · stat.ML

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\usepackage{pith}
\pithnumber{MJUQJJ7JW2YCTATIH75YW7MOSW}

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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

3 papers in Pith

Receipt and verification
First computed 2026-07-05T07:32:09.548839Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

626904a7e9b6b02982683ffb8b7d8e9583bf9f22b0f0bc0ebac558d2dac1247f

Aliases

arxiv: 2305.11241 · arxiv_version: 2305.11241v2 · doi: 10.48550/arxiv.2305.11241 · pith_short_12: MJUQJJ7JW2YC · pith_short_16: MJUQJJ7JW2YCTATI · pith_short_8: MJUQJJ7J
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MJUQJJ7JW2YCTATIH75YW7MOSW \
  | 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: 626904a7e9b6b02982683ffb8b7d8e9583bf9f22b0f0bc0ebac558d2dac1247f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9bba9c21d6afe32b8ee60b5dbcb0428ff7b0b8b2c247a680833685d23f1598e1",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "astro-ph.IM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-18T18:14:53Z",
    "title_canon_sha256": "09fb424b75734e6e90445ab59c9af5d596b5af54ea3620242662632266f20713"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11241",
    "kind": "arxiv",
    "version": 2
  }
}