Pith Number

pith:NH5ASQYZ

pith:2026:NH5ASQYZYF7JOCUMOQ5GY7E3NF

not attested not anchored not stored refs pending

Fairness-Aware Federated Learning with Trajectory Shapley Value

Daniel Kuznetsov, Ziqi Wang

arxiv:2605.30336 v1 · 2026-05-28 · 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{NH5ASQYZYF7JOCUMOQ5GY7E3NF}

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.

Receipt and verification

First computed	2026-05-29T02:06:16.887734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69fa094319c17e970a8c743a6c7c9b695119804870745ae3f2da99d1dc255d9a

Aliases

arxiv: 2605.30336 · arxiv_version: 2605.30336v1 · doi: 10.48550/arxiv.2605.30336 · pith_short_12: NH5ASQYZYF7J · pith_short_16: NH5ASQYZYF7JOCUM · pith_short_8: NH5ASQYZ

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/NH5ASQYZYF7JOCUMOQ5GY7E3NF \
  | 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: 69fa094319c17e970a8c743a6c7c9b695119804870745ae3f2da99d1dc255d9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4299889b6508150494831a395b4383c221379672370960e165be7ee792f2e6bc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-28T17:58:57Z",
    "title_canon_sha256": "3fefa443959fa4484155a03a374238b98cf16c6ab8e3c41a2d92690c41b58cdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30336",
    "kind": "arxiv",
    "version": 1
  }
}