Pith Number

pith:GMCRLQNQ

pith:2021:GMCRLQNQSXCJXDKQHYVLSGSRO7

not attested not anchored not stored refs pending

On the Second-order Convergence Properties of Random Search Methods

Adamos Solomou, Antonio Orvieto, Aurelien Lucchi

arxiv:2110.13265 v1 · 2021-10-25 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GMCRLQNQSXCJXDKQHYVLSGSRO7}

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	2026-07-05T03:25:36.757069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

330515c1b095c49b8d503e2ab91a5177c4aa1719654dfc3bd7fe854c8181e817

Aliases

arxiv: 2110.13265 · arxiv_version: 2110.13265v1 · doi: 10.48550/arxiv.2110.13265 · pith_short_12: GMCRLQNQSXCJ · pith_short_16: GMCRLQNQSXCJXDKQ · pith_short_8: GMCRLQNQ

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/GMCRLQNQSXCJXDKQHYVLSGSRO7 \
  | 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: 330515c1b095c49b8d503e2ab91a5177c4aa1719654dfc3bd7fe854c8181e817

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ce2de7811e2b82d8e4416ad5a5bf67f0fb4d82cb92141ef6354d29af55b7124",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-10-25T20:59:31Z",
    "title_canon_sha256": "9fe4a522bf1c1324b21c0329db8fccd068b508139ddb68ba1daed95964b5dbba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.13265",
    "kind": "arxiv",
    "version": 1
  }
}