Pith Number

pith:4YVE7DL3

pith:2024:4YVE7DL3RQLFN6LW7IBG2BOW56

not attested not anchored not stored refs pending

Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training

Ali Etemad, Farhad Pourpanah, Mahdiyar Molahasani, Michael Greenspan, Milad Soltany

arxiv:2412.11408 v2 · 2024-12-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4YVE7DL3RQLFN6LW7IBG2BOW56}

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	2026-07-05T10:11:30.366096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e62a4f8d7b8c1656f976fa026d05d6ef8a75d699f98adb35e7381b6faaa9338c

Aliases

arxiv: 2412.11408 · arxiv_version: 2412.11408v2 · doi: 10.48550/arxiv.2412.11408 · pith_short_12: 4YVE7DL3RQLF · pith_short_16: 4YVE7DL3RQLFN6LW · pith_short_8: 4YVE7DL3

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/4YVE7DL3RQLFN6LW7IBG2BOW56 \
  | 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: e62a4f8d7b8c1656f976fa026d05d6ef8a75d699f98adb35e7381b6faaa9338c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98173ab2009ec0c7f55768018cdfc0e117e53a09497948cef47f8a152aa6deb1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T03:25:19Z",
    "title_canon_sha256": "c28b5efc25ee101383958749ab54e074dac4319dc4f3619df2c5c9812a598d1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11408",
    "kind": "arxiv",
    "version": 2
  }
}