Pith Number

pith:SIZFOI2N

pith:2026:SIZFOI2NCJ7XPDQ4ELGXBKN4EK

not attested not anchored not stored refs pending

Variance Reduction for Stochastic Gradient Generalized Non-reversible Langevin Monte Carlo Algorithms

Bingye Ni, Lingjiong Zhu, Xiaoyu Wang, Yingli Wang

arxiv:2606.28808 v1 · 2026-06-27 · stat.ML · cs.LG · math.PR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SIZFOI2NCJ7XPDQ4ELGXBKN4EK}

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.

Receipt and verification

First computed	2026-06-30T01:16:52.857984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

923257234d127f778e1c22cd70a9bc22a99a47e26ac817a3ed91be6ae4ff8f5c

Aliases

arxiv: 2606.28808 · arxiv_version: 2606.28808v1 · doi: 10.48550/arxiv.2606.28808 · pith_short_12: SIZFOI2NCJ7X · pith_short_16: SIZFOI2NCJ7XPDQ4 · pith_short_8: SIZFOI2N

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/SIZFOI2NCJ7XPDQ4ELGXBKN4EK \
  | 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: 923257234d127f778e1c22cd70a9bc22a99a47e26ac817a3ed91be6ae4ff8f5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79a9bcd7c9b062326714244bb062ce0d61639b7f04aee912704fd165e5cd43a6",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-27T08:25:48Z",
    "title_canon_sha256": "4b14dc0263ed311ebb7d57c25df28bc5a6f564cb6e0fedd0d3607f88eb9896e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28808",
    "kind": "arxiv",
    "version": 1
  }
}