Pith Number

pith:TIIKFUIY

pith:2023:TIIKFUIYVINLKPLCXL4EBJNFRX

not attested not anchored not stored refs pending

FLIPS: Federated Learning using Intelligent Participant Selection

Ashish Verma, Gegi Thomas, K. R. Jayaram, Nalini Venkatasubramanian, Rahul Atul Bhope

arxiv:2308.03901 v2 · 2023-08-07 · cs.LG · cs.AI · cs.DC · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TIIKFUIYVINLKPLCXL4EBJNFRX}

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	2026-07-05T06:55:57.852367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a10a2d118aa1ab53d62baf840a5a58ddbd42700309e48e91ae231b72efb10d1

Aliases

arxiv: 2308.03901 · arxiv_version: 2308.03901v2 · doi: 10.48550/arxiv.2308.03901 · pith_short_12: TIIKFUIYVINL · pith_short_16: TIIKFUIYVINLKPLC · pith_short_8: TIIKFUIY

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/TIIKFUIYVINLKPLCXL4EBJNFRX \
  | 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: 9a10a2d118aa1ab53d62baf840a5a58ddbd42700309e48e91ae231b72efb10d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3321be5c4847838d50f4cd0f7e0ccbc2cd3d7524d2ed5d9b2c439aeed2d8430d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-07T20:28:22Z",
    "title_canon_sha256": "e4edf58893611afba7603d457c692191ae5ab3e259c61b2058e4018fcb0e6a13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.03901",
    "kind": "arxiv",
    "version": 2
  }
}