Pith Number

pith:WY6QYWCE

pith:2022:WY6QYWCECNIA5TANJCG6Z32VZG

not attested not anchored not stored refs pending

Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering

Akhil Mathur, Chi Ian Tang, Ekdeep Singh Lubana, Fahim Kawsar, Robert P. Dick

arxiv:2205.11506 v2 · 2022-05-23 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WY6QYWCECNIA5TANJCG6Z32VZG}

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

3 papers in Pith

Navigating Distribution Shifts in Medical Image Analysis: A Survey

Enhancing Federated Quadruplet Learning: Stochastic Client Selection and Embedding Stability Analysis

Semantic-based Distributed Learning for Diverse and Discriminative Representations

Receipt and verification

First computed	2026-07-05T04:30:56.701171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b63d0c584413500ecc0d488decef55c990d32389d84384c5432790d5cca4d697

Aliases

arxiv: 2205.11506 · arxiv_version: 2205.11506v2 · doi: 10.48550/arxiv.2205.11506 · pith_short_12: WY6QYWCECNIA · pith_short_16: WY6QYWCECNIA5TAN · pith_short_8: WY6QYWCE

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/WY6QYWCECNIA5TANJCG6Z32VZG \
  | 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: b63d0c584413500ecc0d488decef55c990d32389d84384c5432790d5cca4d697

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1b529f59ec207fc6724ccf7cf4ae55b9863c201ace91b6305a285981f19294d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-23T17:59:03Z",
    "title_canon_sha256": "97f73c946f204eeca2939f03bf1915ab4edb905a144a5ae53548ef3b861a46ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.11506",
    "kind": "arxiv",
    "version": 2
  }
}