Pith. sign in
Pith Number

pith:AOUZONMY

pith:2024:AOUZONMYEOOVAJ4BVTSSX2GNQA
not attested not anchored not stored refs pending

Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications

Do Young Eun, Jie Hu, Vishwaraj Doshi

arxiv:2401.09339 v2 · 2024-01-17 · stat.ML · cs.LG · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AOUZONMYEOOVAJ4BVTSSX2GNQA}

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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.
Receipt and verification
First computed 2026-07-05T07:44:59.063063Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

03a9973598239d502781ace52be8cd801a06d2249dda98fcd926a919df27e31b

Aliases

arxiv: 2401.09339 · arxiv_version: 2401.09339v2 · doi: 10.48550/arxiv.2401.09339 · pith_short_12: AOUZONMYEOOV · pith_short_16: AOUZONMYEOOVAJ4B · pith_short_8: AOUZONMY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AOUZONMYEOOVAJ4BVTSSX2GNQA \
  | 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: 03a9973598239d502781ace52be8cd801a06d2249dda98fcd926a919df27e31b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "db675e0c645be793588708c75544366b83b2d9872f546443f7834692150754cc",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-01-17T17:01:08Z",
    "title_canon_sha256": "3738287ffb82cb55277660f0e862fed1ea35d83f16652a799d4fae97eacc0bc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09339",
    "kind": "arxiv",
    "version": 2
  }
}