Pith Number

pith:WGQYD7DW

pith:2022:WGQYD7DWBA5K6ADV6OA3XXVQHT

not attested not anchored not stored refs pending

A sharp uniform-in-time error estimate for Stochastic Gradient Langevin Dynamics

Lei Li, Yuliang Wang

arxiv:2207.09304 v3 · 2022-07-19 · math.PR · 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{WGQYD7DWBA5K6ADV6OA3XXVQHT}

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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

2 papers in Pith

What is the long-run distribution of stochastic gradient descent? A large deviations analysis

Guidance for twisted particle filter: a continuous-time perspective

Receipt and verification

First computed	2026-07-05T10:34:35.658245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1a181fc76083aaf0075f381bbdeb03cca06d5b5a928cf3c844bb397aeeb5ecc

Aliases

arxiv: 2207.09304 · arxiv_version: 2207.09304v3 · doi: 10.48550/arxiv.2207.09304 · pith_short_12: WGQYD7DWBA5K · pith_short_16: WGQYD7DWBA5K6ADV · pith_short_8: WGQYD7DW

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/WGQYD7DWBA5K6ADV6OA3XXVQHT \
  | 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: b1a181fc76083aaf0075f381bbdeb03cca06d5b5a928cf3c844bb397aeeb5ecc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdaed0bb3d737ce8197442d187a9dcb0d38cffa402d62b964334d02ba5852d9c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2022-07-19T14:38:52Z",
    "title_canon_sha256": "4586be74588ed1d5a80893e852eb272a03bcc087fdc357a8b042eb598a1ae6d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.09304",
    "kind": "arxiv",
    "version": 3
  }
}