Pith Number

pith:OVOHVS6R

pith:2026:OVOHVS6RO36N6SWRQJDZTNTRRE

not attested not anchored not stored refs pending

Self-Creating Random Walks for Decentralized Learning under Pac-Man Attacks

Parimal Parag, Rohit Bhagat, Salim El Rouayheb, Xingran Chen

arxiv:2601.07674 v2 · 2026-01-12 · cs.MA · 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{OVOHVS6RO36N6SWRQJDZTNTRRE}

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	2026-07-14T01:20:51.180254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

755c7acbd176fcdf4ad1824799b67189149f144d8b1c2cde302def71a3b558f1

Aliases

arxiv: 2601.07674 · arxiv_version: 2601.07674v2 · doi: 10.48550/arxiv.2601.07674 · pith_short_12: OVOHVS6RO36N · pith_short_16: OVOHVS6RO36N6SWR · pith_short_8: OVOHVS6R

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/OVOHVS6RO36N6SWRQJDZTNTRRE \
  | 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: 755c7acbd176fcdf4ad1824799b67189149f144d8b1c2cde302def71a3b558f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "351d98ec9560672c45f5261a044b43eba2ee6cd71627444205a66af3d63480c0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-01-12T16:00:21Z",
    "title_canon_sha256": "80b4427e4da8c37b95205c93853f7e1f6bac66553bf5bcc510db92d63b088556"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.07674",
    "kind": "arxiv",
    "version": 2
  }
}