Pith Number

pith:6LRRXTJV

pith:2021:6LRRXTJVYPX6VCLOTZHCW5TQJS

not attested not anchored not stored refs pending

Sampling with Mirrored Stein Operators

Chang Liu, Jiaxin Shi, Lester Mackey

arxiv:2106.12506 v3 · 2021-06-23 · 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{6LRRXTJVYPX6VCLOTZHCW5TQJS}

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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

Efficient Bayesian Sampling with Langevin Birth-Death Dynamics

Receipt and verification

First computed	2026-07-05T04:17:15.118731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2e31bcd35c3efea896e9e4e2b76704cbb124692dda58b15b7f1eda0ea7e7e93

Aliases

arxiv: 2106.12506 · arxiv_version: 2106.12506v3 · doi: 10.48550/arxiv.2106.12506 · pith_short_12: 6LRRXTJVYPX6 · pith_short_16: 6LRRXTJVYPX6VCLO · pith_short_8: 6LRRXTJV

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/6LRRXTJVYPX6VCLOTZHCW5TQJS \
  | 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: f2e31bcd35c3efea896e9e4e2b76704cbb124692dda58b15b7f1eda0ea7e7e93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b14bf8baef977b2564bcd3746c87287e9f7bf3e774c3ad01f3be1e6e719a74d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-23T16:23:34Z",
    "title_canon_sha256": "140786c6b28dc7061fe0c1ac3ec0d533c5aea5fc43d0fafffac27bbce378d7c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.12506",
    "kind": "arxiv",
    "version": 3
  }
}