Pith Number

pith:6W2Z47BT

pith:2024:6W2Z47BTQYBRYE2BO43WBCPKI5

not attested not anchored not stored refs pending

AutoStep: Locally adaptive involutive MCMC

Alexandre Bouchard-C\^ot\'e, Miguel Biron-Lattes, Nikola Surjanovic, Tiange Liu, Trevor Campbell

arxiv:2410.18929 v3 · 2024-10-24 · stat.CO · 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{6W2Z47BTQYBRYE2BO43WBCPKI5}

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

Harnessing the Power of Reinforcement Learning for Adaptive MCMC

Receipt and verification

First computed	2026-07-05T11:06:24.541991Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5b59e7c3386031c134177376089ea47465320aa0e1d13561aef9de5ed608eef

Aliases

arxiv: 2410.18929 · arxiv_version: 2410.18929v3 · doi: 10.48550/arxiv.2410.18929 · pith_short_12: 6W2Z47BTQYBR · pith_short_16: 6W2Z47BTQYBRYE2B · pith_short_8: 6W2Z47BT

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/6W2Z47BTQYBRYE2BO43WBCPKI5 \
  | 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: f5b59e7c3386031c134177376089ea47465320aa0e1d13561aef9de5ed608eef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "786b187fb96e85fe0f7ede150dd4b9bbe7b3d3406ba2e3eedd332a09a2e9f433",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2024-10-24T17:17:11Z",
    "title_canon_sha256": "0a2f60e7ac0be1c9afdaa6d03caaeafd93236a19de0b73430ff973cebfbcb406"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18929",
    "kind": "arxiv",
    "version": 3
  }
}