Pith Number

pith:I3YQW26E

pith:2024:I3YQW26EQ76WWUPSJ7VWW3MLSZ

not attested not anchored not stored refs pending

Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts

Dalin Qin, Liang Sun, Pierre Pinson, Qingsong Wen, Weiqi Chen, Yehui Li, Yi Wang, Zhaoyang Zhu

arxiv:2409.19718 v1 · 2024-09-29 · cs.LG · stat.ML

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

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\usepackage{pith}
\pithnumber{I3YQW26EQ76WWUPSJ7VWW3MLSZ}

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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

STEPS: A Temporal Smooth Error Propagation Solver on the Manifolds for Test-Time Adaptation in Time Series Forecasting

Receipt and verification

First computed	2026-07-05T09:13:21.367152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46f10b6bc487fd6b51f24feb6b6d8b9661cf73ee53723588ee6a407dfee9740f

Aliases

arxiv: 2409.19718 · arxiv_version: 2409.19718v1 · doi: 10.48550/arxiv.2409.19718 · pith_short_12: I3YQW26EQ76W · pith_short_16: I3YQW26EQ76WWUPS · pith_short_8: I3YQW26E

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/I3YQW26EQ76WWUPSJ7VWW3MLSZ \
  | 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: 46f10b6bc487fd6b51f24feb6b6d8b9661cf73ee53723588ee6a407dfee9740f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "507eb4d70cc18bd52d6c9c57c9049daea92577514fedd3245bdf0634ab41d0c5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-29T14:26:22Z",
    "title_canon_sha256": "bb76d9f40d6015089f9af1330140ef9f8384cbbc62226431b9c6db7e046d9fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19718",
    "kind": "arxiv",
    "version": 1
  }
}