Pith Number

pith:SN2VOYUE

pith:2026:SN2VOYUEBKZO5YJRYNF4GLDUY7

not attested not anchored not stored refs pending

Fed-CausalDiff: Decoupled Synchronization for Federated Do-Simulation and Policy Evaluation

Mohammad Khalil, Pengfei Li

arxiv:2606.22510 v1 · 2026-06-21 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SN2VOYUEBKZO5YJRYNF4GLDUY7}

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	2026-06-23T02:13:40.435159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93755762840ab2eee131c34bc32c74c7c15a4f75c118603be0d3320a1b20c0e3

Aliases

arxiv: 2606.22510 · arxiv_version: 2606.22510v1 · doi: 10.48550/arxiv.2606.22510 · pith_short_12: SN2VOYUEBKZO · pith_short_16: SN2VOYUEBKZO5YJR · pith_short_8: SN2VOYUE

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/SN2VOYUEBKZO5YJRYNF4GLDUY7 \
  | 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: 93755762840ab2eee131c34bc32c74c7c15a4f75c118603be0d3320a1b20c0e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bbafecf39a9719ec2fea3a0db5ad587b01ee786c12bf22758fd047a88065e54",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-21T14:04:33Z",
    "title_canon_sha256": "01ba6f5ebfae7986ca10367ea2fb70907349c7d09c821fe16936249ac0a52271"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22510",
    "kind": "arxiv",
    "version": 1
  }
}