Pith Number

pith:OMCINCCT

pith:2024:OMCINCCTUHMCADPNV3WAMOBBXM

not attested not anchored not stored refs pending

Sampling with Adaptive Variance for Multimodal Distributions

Bj\"orn Engquist, Kui Ren, Yunan Yang

arxiv:2411.15220 v1 · 2024-11-20 · cs.LG · cs.NA · math.NA · stat.CO · 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{OMCINCCTUHMCADPNV3WAMOBBXM}

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

2 papers in Pith

Gradient-free Riemannian Langevin Sampler

Sampling Using Hybrid Stochastic Dynamics

Receipt and verification

First computed	2026-07-05T09:39:31.403417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7304868853a1d8200dedaeec063821bb3cc497e6386b9b8526116e658ab5a013

Aliases

arxiv: 2411.15220 · arxiv_version: 2411.15220v1 · doi: 10.48550/arxiv.2411.15220 · pith_short_12: OMCINCCTUHMC · pith_short_16: OMCINCCTUHMCADPN · pith_short_8: OMCINCCT

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/OMCINCCTUHMCADPNV3WAMOBBXM \
  | 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: 7304868853a1d8200dedaeec063821bb3cc497e6386b9b8526116e658ab5a013

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a66f25de9de808e79c52ab0d95a4697f501d7ba91a07eca93e51365901d482c2",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T22:05:47Z",
    "title_canon_sha256": "619c52b5c2a47389cff7267317c91d1cd9566a6176fb3149719c8517cc766e32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15220",
    "kind": "arxiv",
    "version": 1
  }
}