Pith Number

pith:6Y4FISOU

pith:2024:6Y4FISOUVYLUXC4ZXM5OOHUHVS

not attested not anchored not stored refs pending

SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

Haojun Chen, Junjie Yang, Shengsheng Lin, Weiwei Lin, Wentai Wu

arxiv:2405.00946 v2 · 2024-05-02 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6Y4FISOUVYLUXC4ZXM5OOHUHVS}

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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

6 papers in Pith

How Good Can Linear Models Be for Time-Series Forecasting?

One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

How Good Can Linear Models Be for Time-Series Forecasting?

Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting

Parametric Prior Mapping Framework for Non-stationary Probabilistic Time Series Forecasting

Receipt and verification

First computed	2026-07-05T08:26:24.092087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6385449d4ae174b8b99bb3ae71e87ac9aadff1ff8a1bc0ce577882b0a70de2d

Aliases

arxiv: 2405.00946 · arxiv_version: 2405.00946v2 · doi: 10.48550/arxiv.2405.00946 · pith_short_12: 6Y4FISOUVYLU · pith_short_16: 6Y4FISOUVYLUXC4Z · pith_short_8: 6Y4FISOU

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/6Y4FISOUVYLUXC4ZXM5OOHUHVS \
  | 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: f6385449d4ae174b8b99bb3ae71e87ac9aadff1ff8a1bc0ce577882b0a70de2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abac5b59665776ff76bfa75e36e8c84c1262fe73441f301d00d66218a61f015a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-02T02:15:23Z",
    "title_canon_sha256": "02537d41d768f2297209e3ba6766be1f0995e20db50da15fc27cce4d10aa1ac2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00946",
    "kind": "arxiv",
    "version": 2
  }
}