Pith Number

pith:JBDUAWK7

pith:2025:JBDUAWK7MJJN2HPUJN4YHDOJNN

not attested not anchored not stored refs pending

Approximate Agreement Algorithms for Byzantine Collaborative Learning

Darya Melnyk, M\'elanie Cambus, Stefan Schmid, Tijana Milentijevi\'c

arxiv:2504.01504 v2 · 2025-04-02 · cs.LG · 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{JBDUAWK7MJJN2HPUJN4YHDOJNN}

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

Certifiable Semantic Agreement Among LLM Agents: What the Admissibility Instrument Decides

Receipt and verification

First computed	2026-07-05T10:45:20.303327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

484740595f6252dd1df44b79838dc96b6f52174038e96ccbd17c0d4ecde8546f

Aliases

arxiv: 2504.01504 · arxiv_version: 2504.01504v2 · doi: 10.48550/arxiv.2504.01504 · pith_short_12: JBDUAWK7MJJN · pith_short_16: JBDUAWK7MJJN2HPU · pith_short_8: JBDUAWK7

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/JBDUAWK7MJJN2HPUJN4YHDOJNN \
  | 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: 484740595f6252dd1df44b79838dc96b6f52174038e96ccbd17c0d4ecde8546f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11e611dc402635f0d21fbfa725aac573e702e8cd2cd5c99a8000f8c6e89c2264",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-02T08:55:24Z",
    "title_canon_sha256": "acb8661c9bc434902fe9ba308ec9271930b4a881b676c1a975a9e65b2ccf3c8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.01504",
    "kind": "arxiv",
    "version": 2
  }
}