Pith Number

pith:AKVZYJEB

pith:2025:AKVZYJEBLMLQIZMB5H5CWKFKK6

not attested not anchored not stored refs pending

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

Abdelhakim Benechehab, Albert Thomas, Bal\'azs K\'egl, Giuseppe Paolo, Maurizio Filippone, Vasilii Feofanov

arxiv:2502.10235 v1 · 2025-02-14 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{AKVZYJEBLMLQIZMB5H5CWKFKK6}

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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

Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

Receipt and verification

First computed	2026-07-05T10:14:30.400578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02ab9c24815b17046581e9fa2b28aa57a9892e32096d9ab9f3f2295f420f8f4d

Aliases

arxiv: 2502.10235 · arxiv_version: 2502.10235v1 · doi: 10.48550/arxiv.2502.10235 · pith_short_12: AKVZYJEBLMLQ · pith_short_16: AKVZYJEBLMLQIZMB · pith_short_8: AKVZYJEB

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/AKVZYJEBLMLQIZMB5H5CWKFKK6 \
  | 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: 02ab9c24815b17046581e9fa2b28aa57a9892e32096d9ab9f3f2295f420f8f4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57097abb00ecb73352e76506a9f0eba59de6a09287ad11d0680f4022714c5f03",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-14T15:46:19Z",
    "title_canon_sha256": "8afe0e1ce9bcf0faccb2b49d27a4248d04a8a81f78863e18e2c93cdbfae00d65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10235",
    "kind": "arxiv",
    "version": 1
  }
}