Pith Number

pith:JRO3VGWH

pith:2024:JRO3VGWHMZNSYMPA7D4MLWFIJO

not attested not anchored not stored refs pending

Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators

Lifan Zhao, Yanyan Shen

arxiv:2401.17548 v6 · 2024-01-31 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JRO3VGWHMZNSYMPA7D4MLWFIJO}

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.

Cited by

1 paper in Pith

L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting

Receipt and verification

First computed	2026-07-05T08:54:46.770914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c5dba9ac7665b2c31e0f8f8c5d8a84ba5e5d3adf72b58a5336468f8463f5fba

Aliases

arxiv: 2401.17548 · arxiv_version: 2401.17548v6 · doi: 10.48550/arxiv.2401.17548 · pith_short_12: JRO3VGWHMZNS · pith_short_16: JRO3VGWHMZNSYMPA · pith_short_8: JRO3VGWH

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/JRO3VGWHMZNSYMPA7D4MLWFIJO \
  | 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: 4c5dba9ac7665b2c31e0f8f8c5d8a84ba5e5d3adf72b58a5336468f8463f5fba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f630aa962f644cc16e9908f4455f4d84292567ae9db3c52b93810721c77276d3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-31T02:26:09Z",
    "title_canon_sha256": "347f514d745370c104c6d01e68e3a043cb2c48b6e189fe211a7d5f7fc5ad0586"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17548",
    "kind": "arxiv",
    "version": 6
  }
}