Pith Number

pith:6ZN7PASG

pith:2023:6ZN7PASGUJG3SVTAP4WWGDWEU6

not attested not anchored not stored refs pending

Calibrating Transformers via Sparse Gaussian Processes

Wenlong Chen, Yingzhen Li

arxiv:2303.02444 v4 · 2023-03-04 · 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{6ZN7PASGUJG3SVTAP4WWGDWEU6}

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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

Compact Vision Transformer by Reduction of Kernel Complexity

Receipt and verification

First computed	2026-07-05T12:07:51.978430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f65bf78246a24db956607f2d630ec4a7b30873d84e1ecabefe82868a601ea09a

Aliases

arxiv: 2303.02444 · arxiv_version: 2303.02444v4 · doi: 10.48550/arxiv.2303.02444 · pith_short_12: 6ZN7PASGUJG3 · pith_short_16: 6ZN7PASGUJG3SVTA · pith_short_8: 6ZN7PASG

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/6ZN7PASGUJG3SVTAP4WWGDWEU6 \
  | 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: f65bf78246a24db956607f2d630ec4a7b30873d84e1ecabefe82868a601ea09a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fee24bf993f72b961da08077826e18002f67aae0c37daf0ea07c76661d6ba75",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-04T16:04:17Z",
    "title_canon_sha256": "5d632284098707f709be0a47e394334c164ef17aadfc291713c7b1827c4cd2ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02444",
    "kind": "arxiv",
    "version": 4
  }
}