Pith Number

pith:DJDTYCBL

pith:2024:DJDTYCBLOYPCK5R2OFCLJQZQW3

not attested not anchored not stored refs pending

dsLassoCov: a federated machine learning approach incorporating covariate control

Augusto Anguita, Charline Warembourg, Daniel Durstewitz, Emanuel Schwarz, Han Cao, Juan R. Gonzalez, Martine Vrijheid, Tim Cadman, Verena Schneider-Lindner, Xavier Basagana, Xavier Escriba-Montagut

arxiv:2412.07991 v1 · 2024-12-11 · q-bio.QM · 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{DJDTYCBLOYPCK5R2OFCLJQZQW3}

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	2026-07-05T09:47:42.728721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a473c082b761e25763a7144b4c330b6c35526507f0f6451d21edb81c0f819c5

Aliases

arxiv: 2412.07991 · arxiv_version: 2412.07991v1 · doi: 10.48550/arxiv.2412.07991 · pith_short_12: DJDTYCBLOYPC · pith_short_16: DJDTYCBLOYPCK5R2 · pith_short_8: DJDTYCBL

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/DJDTYCBLOYPCK5R2OFCLJQZQW3 \
  | 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: 1a473c082b761e25763a7144b4c330b6c35526507f0f6451d21edb81c0f819c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cf761a2c5b627a8e102c33864c7449ef5de93d7a9c2aed80b5c3251cbfab147",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2024-12-11T00:03:52Z",
    "title_canon_sha256": "2705e0ce6f91d954633ec8ded34d530eeb4bb48d7ad636a016392c8041120e3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07991",
    "kind": "arxiv",
    "version": 1
  }
}