Pith Number

pith:OQWZTE2L

pith:2024:OQWZTE2LZ63ZJ2JULAPUSV6E7B

not attested not anchored not stored refs pending

Towards Improved Variational Inference for Deep Bayesian Models

Sebastian W. Ober

arxiv:2401.12418 v1 · 2024-01-23 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQWZTE2LZ63ZJ2JULAPUSV6E7B}

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

Semantic-Aware Gaussian Process Calibration with Structured Layerwise Kernels for Deep Neural Networks

Receipt and verification

First computed	2026-07-05T07:36:30.592563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

742d99934bcfb794e934581f4957c4f849a96c235e65e2e2ec9d0f9e7c94fa4b

Aliases

arxiv: 2401.12418 · arxiv_version: 2401.12418v1 · doi: 10.48550/arxiv.2401.12418 · pith_short_12: OQWZTE2LZ63Z · pith_short_16: OQWZTE2LZ63ZJ2JU · pith_short_8: OQWZTE2L

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/OQWZTE2LZ63ZJ2JULAPUSV6E7B \
  | 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: 742d99934bcfb794e934581f4957c4f849a96c235e65e2e2ec9d0f9e7c94fa4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43cd3c721a0385c9466d8e9cc92b109bd0c80691a2cd547267302ab038506ee2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-23T00:40:20Z",
    "title_canon_sha256": "280bd93f9cbe71a4c5cbf06af774d8e08c14be6547fe6e2456247a08ba712ef4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12418",
    "kind": "arxiv",
    "version": 1
  }
}