Pith Number

pith:CCOFDHF2

pith:2024:CCOFDHF2SAQBLVTRQ5IVFK5TLU

not attested not anchored not stored refs pending

A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs

Dacheng Tao, Li Shen, Yan Sun

arxiv:2409.18915 v2 · 2024-09-27 · 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{CCOFDHF2SAQBLVTRQ5IVFK5TLU}

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	2026-07-05T10:02:52.628128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

109c519cba902015d671875152abb35d0aeab1ba3569bc016fbaf7a1d1df10a4

Aliases

arxiv: 2409.18915 · arxiv_version: 2409.18915v2 · doi: 10.48550/arxiv.2409.18915 · pith_short_12: CCOFDHF2SAQB · pith_short_16: CCOFDHF2SAQBLVTR · pith_short_8: CCOFDHF2

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/CCOFDHF2SAQBLVTRQ5IVFK5TLU \
  | 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: 109c519cba902015d671875152abb35d0aeab1ba3569bc016fbaf7a1d1df10a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "953e458077f7d5125f9ea5b3604628e20ea0d2af3e4ce857f8a3113b3afc699a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-27T17:00:32Z",
    "title_canon_sha256": "43ce9f95863ca6304a8e00355f001360d93b5aa5c24fc5e2f4d0eeba77a1c869"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18915",
    "kind": "arxiv",
    "version": 2
  }
}