Pith Number

pith:SRQTNCAE

pith:2026:SRQTNCAEFH4S7DQGYLT2VC6HNV

not attested not anchored not stored refs pending

Concentration of General Stochastic Approximation Under Heavy-Tailed Markovian Noise

Martin Zubeldia, Shubhada Agrawal, Siva Theja Maguluri

arxiv:2605.20999 v1 · 2026-05-20 · math.PR · cs.LG · math.OC · 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{SRQTNCAEFH4S7DQGYLT2VC6HNV}

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	2026-05-21T01:05:31.739983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

946136880429f92f8e06c2e7aa8bc76d74cc88d65c91aad21cd6ef52156a3ea4

Aliases

arxiv: 2605.20999 · arxiv_version: 2605.20999v1 · doi: 10.48550/arxiv.2605.20999 · pith_short_12: SRQTNCAEFH4S · pith_short_16: SRQTNCAEFH4S7DQG · pith_short_8: SRQTNCAE

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/SRQTNCAEFH4S7DQGYLT2VC6HNV \
  | 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: 946136880429f92f8e06c2e7aa8bc76d74cc88d65c91aad21cd6ef52156a3ea4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a8834395c235cbafe246ec45a4cae4a0e3a696a1b213c7f1204e715354bea9a",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2026-05-20T10:38:08Z",
    "title_canon_sha256": "3d2cd5a58dfa168b317a787ef0c9e2a7767679ddd64bb864269f0c79254d20a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20999",
    "kind": "arxiv",
    "version": 1
  }
}