Pith Number

pith:LFAJL56P

pith:2022:LFAJL56PJRGSVJRNBS4HXP5LQH

not attested not anchored not stored refs pending

Entry Dependent Expert Selection in Distributed Gaussian Processes Using Multilabel Classification

Gjergji Kasneci, Hamed Jalali

arxiv:2211.09940 v2 · 2022-11-17 · 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{LFAJL56PJRGSVJRNBS4HXP5LQH}

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	2026-07-05T07:30:45.429257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

594095f7cf4c4d2aa62d0cb87bbfab81d5052f6e1ba3a8064c90e87852b6b78b

Aliases

arxiv: 2211.09940 · arxiv_version: 2211.09940v2 · doi: 10.48550/arxiv.2211.09940 · pith_short_12: LFAJL56PJRGS · pith_short_16: LFAJL56PJRGSVJRN · pith_short_8: LFAJL56P

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/LFAJL56PJRGSVJRNBS4HXP5LQH \
  | 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: 594095f7cf4c4d2aa62d0cb87bbfab81d5052f6e1ba3a8064c90e87852b6b78b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f720cd5bdfe04cda06c7c2c110338eb8172e1e509dd2394a785b66944e3091f",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-17T23:23:26Z",
    "title_canon_sha256": "492d34ec208d796c3d5f776c10037af9c091332e63363424efcc5ffdb97ed509"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09940",
    "kind": "arxiv",
    "version": 2
  }
}