Pith Number

pith:KYIEPP3U

pith:2025:KYIEPP3UXTCLSEQCNKLGDTRVTY

not attested not anchored not stored refs pending

Convergence Analysis of alpha-SVRG under Strong Convexity

Sangwoo Park, Sean Xiao, Stefan Vlaski

arxiv:2503.12454 v1 · 2025-03-16 · cs.LG · stat.CO · 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{KYIEPP3UXTCLSEQCNKLGDTRVTY}

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	2026-07-05T10:32:43.304213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

561047bf74bcc4b912026a9661ce359e34c493068d8a3fa05bc99ee1dd741d46

Aliases

arxiv: 2503.12454 · arxiv_version: 2503.12454v1 · doi: 10.48550/arxiv.2503.12454 · pith_short_12: KYIEPP3UXTCL · pith_short_16: KYIEPP3UXTCLSEQC · pith_short_8: KYIEPP3U

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/KYIEPP3UXTCLSEQCNKLGDTRVTY \
  | 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: 561047bf74bcc4b912026a9661ce359e34c493068d8a3fa05bc99ee1dd741d46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a5d6e09fa0ef2fc0e6f2ad3553c2e614a5d6a387516c31148a375a128f7f03f",
    "cross_cats_sorted": [
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-16T11:17:35Z",
    "title_canon_sha256": "ff28648f2de4363a7a2a6335beb2acc9c382e68ffc0ccf6595f6c8c30e6c9d84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12454",
    "kind": "arxiv",
    "version": 1
  }
}