Pith Number

pith:R5DS4VCE

pith:2025:R5DS4VCETWS3NBUYHXWVI7JA6S

not attested not anchored not stored refs pending

Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness

Heng Huang, Peiran Yu, Qi He, Ziyi Chen

arxiv:2507.08913 v1 · 2025-07-11 · 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{R5DS4VCETWS3NBUYHXWVI7JA6S}

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	2026-07-05T11:36:00.591935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f472e54449da5b686983ded547d20f4b867455842dc1095ddd2a56b4d2294ae

Aliases

arxiv: 2507.08913 · arxiv_version: 2507.08913v1 · doi: 10.48550/arxiv.2507.08913 · pith_short_12: R5DS4VCETWS3 · pith_short_16: R5DS4VCETWS3NBUY · pith_short_8: R5DS4VCE

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/R5DS4VCETWS3NBUYHXWVI7JA6S \
  | 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: 8f472e54449da5b686983ded547d20f4b867455842dc1095ddd2a56b4d2294ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2b965575a8959f801ccb0d9cdc823dc358e0a68277e251c679f4774181de0d3",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T15:36:48Z",
    "title_canon_sha256": "ce9f69b23b3bff0cb9607ce65d236c572a8944a477a84f4fe0cad656447843d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08913",
    "kind": "arxiv",
    "version": 1
  }
}