Pith Number

pith:46SO3GRF

pith:2022:46SO3GRF6GNQPV46WHHWWUHSYK

not attested not anchored not stored refs pending

Variational Nearest Neighbor Gaussian Process

Geoff Pleiss, John Cunningham, Luhuan Wu

arxiv:2202.01694 v4 · 2022-02-03 · 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{46SO3GRF6GNQPV46WHHWWUHSYK}

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

Propensity Patchwork Kriging for Scalable Inference on Heterogeneous Treatment Effects

Receipt and verification

First computed	2026-07-05T09:38:19.677331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7a4ed9a25f19b07d79eb1cf6b50f2c2961c0204dae2bedd9a74a09e356321c6

Aliases

arxiv: 2202.01694 · arxiv_version: 2202.01694v4 · doi: 10.48550/arxiv.2202.01694 · pith_short_12: 46SO3GRF6GNQ · pith_short_16: 46SO3GRF6GNQPV46 · pith_short_8: 46SO3GRF

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/46SO3GRF6GNQPV46WHHWWUHSYK \
  | 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: e7a4ed9a25f19b07d79eb1cf6b50f2c2961c0204dae2bedd9a74a09e356321c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b00565afc48a9aee28dc305777953744a93701f3d479e85a843aaaca73a8425",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-03T17:01:03Z",
    "title_canon_sha256": "fec76ebb2cf5f4d41192b0ccc86ea1506dd23444cb817626438cc30af29ff179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01694",
    "kind": "arxiv",
    "version": 4
  }
}