Pith Number

pith:QQ3PSL3L

pith:2020:QQ3PSL3LLRQBO7E5ONYYGKF3EL

not attested not anchored not stored refs pending

Inverse Distance Aggregation for Federated Learning with Non-IID Data

Azade Farshad, Nassir Navab, Shadi Albarqouni, Yousef Yeganeh

arxiv:2008.07665 v1 · 2020-08-17 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQ3PSL3LLRQBO7E5ONYYGKF3EL}

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.

Cited by

1 paper in Pith

FedCLAM: Client Adaptive Momentum with Foreground Intensity Matching for Federated Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T01:27:53.865133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8436f92f6b5c60177c9d73718328bb22fd323f6152a45faf7e39bbebc3e088a5

Aliases

arxiv: 2008.07665 · arxiv_version: 2008.07665v1 · doi: 10.48550/arxiv.2008.07665 · pith_short_12: QQ3PSL3LLRQB · pith_short_16: QQ3PSL3LLRQBO7E5 · pith_short_8: QQ3PSL3L

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/QQ3PSL3LLRQBO7E5ONYYGKF3EL \
  | 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: 8436f92f6b5c60177c9d73718328bb22fd323f6152a45faf7e39bbebc3e088a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "403800c75ed6e249bace1a3aa9ca9237e5c129b36efbd62125aa03f62888e3df",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-17T23:20:01Z",
    "title_canon_sha256": "8d52d61db6882cc90012b9005be54ca486756fa1ce2911104000a97df8493542"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.07665",
    "kind": "arxiv",
    "version": 1
  }
}