Pith Number

pith:GQQAHG47

pith:2025:GQQAHG47ENFH7RAP4ZEJDPNGZ6

not attested not anchored not stored refs pending

E-3SFC: Communication-Efficient Federated Learning with Double-way Features Synthesizing

Jiancheng Lv, Mingjia Shi, Qing Ye, Yanan Sun, Yuanxi Li, Yuhao Zhou, Yuxin Tian

arxiv:2502.03092 v1 · 2025-02-05 · cs.LG · cs.AI · cs.DC

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\usepackage{pith}
\pithnumber{GQQAHG47ENFH7RAP4ZEJDPNGZ6}

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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

Discerning and quantifying high frequency activities in EEG under normal and epileptic conditions

Receipt and verification

First computed	2026-07-05T10:09:59.527886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3420039b9f234a7fc40fe64891bda6cfbc52262bcf6fa6fbf0dd12fc512b51e7

Aliases

arxiv: 2502.03092 · arxiv_version: 2502.03092v1 · doi: 10.48550/arxiv.2502.03092 · pith_short_12: GQQAHG47ENFH · pith_short_16: GQQAHG47ENFH7RAP · pith_short_8: GQQAHG47

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/GQQAHG47ENFH7RAP4ZEJDPNGZ6 \
  | 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: 3420039b9f234a7fc40fe64891bda6cfbc52262bcf6fa6fbf0dd12fc512b51e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f9d247ea500850578c8a0e78c35e39259794c0c2c2f808da0231d9342ecd90d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T11:31:21Z",
    "title_canon_sha256": "7aea186aec8563cc7cc6d2c0e21e925717a34daad5a6ed02d7e7d58bbd2a0e50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03092",
    "kind": "arxiv",
    "version": 1
  }
}