Pith Number

pith:DMWRMKFB

pith:2022:DMWRMKFBNWKTS3N4V3FV5MVVV6

not attested not anchored not stored refs pending

FEATHERS: Federated Architecture and Hyperparameter Search

Devendra Singh Dhami, Jonas Seng, Kristian Kersting, Martin Mundt, Pooja Prasad

arxiv:2206.12342 v3 · 2022-06-24 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DMWRMKFBNWKTS3N4V3FV5MVVV6}

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

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Receipt and verification

First computed	2026-07-05T05:54:54.316221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b2d1628a16d95396dbcaecb5eb2b5af85e5ab85ac2eeb404291b9ab09dc959d

Aliases

arxiv: 2206.12342 · arxiv_version: 2206.12342v3 · doi: 10.48550/arxiv.2206.12342 · pith_short_12: DMWRMKFBNWKT · pith_short_16: DMWRMKFBNWKTS3N4 · pith_short_8: DMWRMKFB

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/DMWRMKFBNWKTS3N4V3FV5MVVV6 \
  | 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: 1b2d1628a16d95396dbcaecb5eb2b5af85e5ab85ac2eeb404291b9ab09dc959d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bdb6381a9ee65be1cdb13f94bc50597db9d179d1ed63a3c096b2919da2a4cfc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-24T15:27:58Z",
    "title_canon_sha256": "8c5a049220cc150652e264a4219ca2d855e445349b53c984327e524c6cea9464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.12342",
    "kind": "arxiv",
    "version": 3
  }
}