Pith Number

pith:U32GDZC7

pith:2015:U32GDZC7DDNWESHFFW6OESH22E

not attested not anchored not stored refs pending

Deep Kernel Learning

Andrew Gordon Wilson, Eric P. Xing, Ruslan Salakhutdinov, Zhiting Hu

arxiv:1511.02222 v1 · 2015-11-06 · cs.LG · cs.AI · stat.ME · 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{U32GDZC7DDNWESHFFW6OESH22E}

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

A Flow Matching Algorithm for Many-Shot Adaptation to Unseen Distributions

Receipt and verification

First computed	2026-05-18T01:27:37.430365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6f461e45f18db6248e52dbce248fad110c1f4a872425a07e5e2abdecec85689

Aliases

arxiv: 1511.02222 · arxiv_version: 1511.02222v1 · doi: 10.48550/arxiv.1511.02222 · pith_short_12: U32GDZC7DDNW · pith_short_16: U32GDZC7DDNWESHF · pith_short_8: U32GDZC7

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/U32GDZC7DDNWESHFFW6OESH22E \
  | 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: a6f461e45f18db6248e52dbce248fad110c1f4a872425a07e5e2abdecec85689

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0687142f204687adeb56e9f60385e844c0d376abe07f1a4ed4662b583363aa1c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-06T20:38:08Z",
    "title_canon_sha256": "20d414395b2c4b9df0bf21401176b85679a59bf05e8be91e0f9a61c9639156a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.02222",
    "kind": "arxiv",
    "version": 1
  }
}