Pith Number

pith:USTRB4CL

pith:2024:USTRB4CLVVKSKLCDZ7F6OBTSNQ

not attested not anchored not stored refs pending

Federated Frank-Wolfe Algorithm

Ali Dadras, Alp Yurtsever, Karthik Prakhya, Sourasekhar Banerjee

arxiv:2408.10090 v1 · 2024-08-19 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USTRB4CLVVKSKLCDZ7F6OBTSNQ}

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	2026-07-05T08:56:51.246064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4a710f04bad55252c43cfcbe706726c3c767e7535223f381b7ea4b6155f6d92

Aliases

arxiv: 2408.10090 · arxiv_version: 2408.10090v1 · doi: 10.48550/arxiv.2408.10090 · pith_short_12: USTRB4CLVVKS · pith_short_16: USTRB4CLVVKSKLCD · pith_short_8: USTRB4CL

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/USTRB4CLVVKSKLCDZ7F6OBTSNQ \
  | 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: a4a710f04bad55252c43cfcbe706726c3c767e7535223f381b7ea4b6155f6d92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20a076a6ef1eb5805a1ccd3ded8c58ab0f10db3b2f9f21cc94cdfc9fe2d005e5",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T15:31:06Z",
    "title_canon_sha256": "5b698a4b3ec972934c816a51f45e5feddc07e8a9c1752119bd15237791180f45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10090",
    "kind": "arxiv",
    "version": 1
  }
}