Pith Number

pith:HMZTMVG4

pith:2023:HMZTMVG4UYOUAQRBFFPXVPVR4A

not attested not anchored not stored refs pending

Spatial Bayesian Neural Networks

Andrew Zammit-Mangion, Ba-Hien Tran, Maurizio Filippone, Michael D. Kaminski, Noel Cressie

arxiv:2311.09491 v2 · 2023-11-16 · 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{HMZTMVG4UYOUAQRBFFPXVPVR4A}

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.

Cited by

1 paper in Pith

Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art

Receipt and verification

First computed	2026-07-05T08:04:35.330444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b333654dca61d404221295f7abeb1e0337a2841b131be5e3ff0524601f8e6ea

Aliases

arxiv: 2311.09491 · arxiv_version: 2311.09491v2 · doi: 10.48550/arxiv.2311.09491 · pith_short_12: HMZTMVG4UYOU · pith_short_16: HMZTMVG4UYOUAQRB · pith_short_8: HMZTMVG4

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/HMZTMVG4UYOUAQRBFFPXVPVR4A \
  | 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: 3b333654dca61d404221295f7abeb1e0337a2841b131be5e3ff0524601f8e6ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d70feb9cb7370fd6f06fd75910519bc85fbb16c92811e0df6d1c5923a1148d2e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-11-16T01:22:22Z",
    "title_canon_sha256": "806e8c8eda8c1a5fdfe01d2296396d9d921e2e02cdf228335abef53e5c9a3f7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09491",
    "kind": "arxiv",
    "version": 2
  }
}