Pith Number

pith:GM3RGD5M

pith:2022:GM3RGD5MFICJWPAQ4V277S26FF

not attested not anchored not stored refs pending

Acceleration of Federated Learning with Alleviated Forgetting in Local Training

Chencheng Xu, Minlie Huang, Tao Jiang, Zhiwei Hong

arxiv:2203.02645 v1 · 2022-03-05 · 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{GM3RGD5MFICJWPAQ4V277S26FF}

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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.

Cited by

1 paper in Pith

FlashbackCL: Mitigating Temporal Forgetting in Federated Learning

Receipt and verification

First computed	2026-07-05T04:02:25.485831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3337130fac2a049b3c10e575ffcb5e297d79bcaf0c1522c98e3c7a71ef355a0a

Aliases

arxiv: 2203.02645 · arxiv_version: 2203.02645v1 · doi: 10.48550/arxiv.2203.02645 · pith_short_12: GM3RGD5MFICJ · pith_short_16: GM3RGD5MFICJWPAQ · pith_short_8: GM3RGD5M

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/GM3RGD5MFICJWPAQ4V277S26FF \
  | 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: 3337130fac2a049b3c10e575ffcb5e297d79bcaf0c1522c98e3c7a71ef355a0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e85305c27ee458001a6364c62db1ae5f66d76f9b4ee79401faa6ed760c1873df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-05T02:31:32Z",
    "title_canon_sha256": "3ea8d3004e5abec364e6473c6d6758f2c5062eaae8fdcff2cded063be6ce4cec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.02645",
    "kind": "arxiv",
    "version": 1
  }
}