Pith Number

pith:X3WO6DHH

pith:2025:X3WO6DHH7LHXUIQGUEHVW7D3KO

not attested not anchored not stored refs pending

FedNAMs: Performing Interpretability Analysis in Federated Learning Context

Amitash Nanda, Debashis Sahoo, Sree Bhargavi Balija

arxiv:2506.17466 v1 · 2025-06-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X3WO6DHH7LHXUIQGUEHVW7D3KO}

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

The Trust Fabric: Decentralized Interoperability and Economic Coordination for the Agentic Web

Receipt and verification

First computed	2026-07-05T11:25:18.080299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

beecef0ce7facf7a2206a10f5b7c7b538fc2f2ed66a441ec2ec460b6c4268e45

Aliases

arxiv: 2506.17466 · arxiv_version: 2506.17466v1 · doi: 10.48550/arxiv.2506.17466 · pith_short_12: X3WO6DHH7LHX · pith_short_16: X3WO6DHH7LHXUIQG · pith_short_8: X3WO6DHH

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/X3WO6DHH7LHXUIQGUEHVW7D3KO \
  | 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: beecef0ce7facf7a2206a10f5b7c7b538fc2f2ed66a441ec2ec460b6c4268e45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad5898b05a36dcf95acccacfb106c6834c64b3a95eae3b8611f7a46fc61685da",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-20T20:14:13Z",
    "title_canon_sha256": "b215f23f595e4563f02eb57c20ffba4b56fac11f841d55c5c7c65e79a743aafb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17466",
    "kind": "arxiv",
    "version": 1
  }
}