Pith Number

pith:BOVLCZRS

pith:2022:BOVLCZRSUHJML66VE4WSYU3AJC

not attested not anchored not stored refs pending

High Probability Bounds for Stochastic Subgradient Schemes with Heavy Tailed Noise

Andrea Paudice, Daniela A. Parletta, Massimiliano Pontil, Saverio Salzo

arxiv:2208.08567 v2 · 2022-08-17 · 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{BOVLCZRSUHJML66VE4WSYU3AJC}

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	2026-07-05T08:07:54.433791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0baab16632a1d2c5fbd5272d2c536048b02c8cbf422ac2c8da06a0e7bfa10435

Aliases

arxiv: 2208.08567 · arxiv_version: 2208.08567v2 · doi: 10.48550/arxiv.2208.08567 · pith_short_12: BOVLCZRSUHJM · pith_short_16: BOVLCZRSUHJML66V · pith_short_8: BOVLCZRS

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/BOVLCZRSUHJML66VE4WSYU3AJC \
  | 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: 0baab16632a1d2c5fbd5272d2c536048b02c8cbf422ac2c8da06a0e7bfa10435

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80013ebf39b8a0d69a6f65063a4c15d9c111089a6f979a14c32baf51d88978ac",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-08-17T23:05:05Z",
    "title_canon_sha256": "a234c61120abd3dc1af316cf47079c5791cc44a306d5020ce2c20c510106cddb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.08567",
    "kind": "arxiv",
    "version": 2
  }
}