Pith Number

pith:E7XCPDYK

pith:2024:E7XCPDYKDCINZWP2WSEMCAITRK

not attested not anchored not stored refs pending

Stability and Generalization for Distributed SGDA

Bo Du, Dacheng Tao, Li Shen, Miaoxi Zhu, Yan Sun

arxiv:2411.09365 v1 · 2024-11-14 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E7XCPDYKDCINZWP2WSEMCAITRK}

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	2026-07-05T09:35:25.650594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27ee278f0a1890dcd9fab488c101138aaf6650dfab1c5b0b259b9e1738de9e2b

Aliases

arxiv: 2411.09365 · arxiv_version: 2411.09365v1 · doi: 10.48550/arxiv.2411.09365 · pith_short_12: E7XCPDYKDCIN · pith_short_16: E7XCPDYKDCINZWP2 · pith_short_8: E7XCPDYK

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/E7XCPDYKDCINZWP2WSEMCAITRK \
  | 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: 27ee278f0a1890dcd9fab488c101138aaf6650dfab1c5b0b259b9e1738de9e2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19ff1de6c66c3c8ff05510ae7d61fcdd537c20573f8b0260d7049a22c5d3299c",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-14T11:16:32Z",
    "title_canon_sha256": "db5755287eb7ef5975cd3b1a68e0504fa058e4543f9b0ee55929b88bdf8df450"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09365",
    "kind": "arxiv",
    "version": 1
  }
}