Pith Number

pith:LW27AKHE

pith:2023:LW27AKHEDXLCJAPBIO3ILTUZP3

not attested not anchored not stored refs pending

Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift

Chenghao Liu, Han Fu, Jianling Sun, Lefei Shen, Mouxiang Chen, Zhuo Li

arxiv:2310.14838 v2 · 2023-10-23 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LW27AKHEDXLCJAPBIO3ILTUZP3}

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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

Public transit gains and spatially uneven travel demand changes after NYC congestion pricing

Receipt and verification

First computed	2026-07-05T08:30:05.544873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5db5f028e41dd62481e143b685ce997eec47068691eae6a90dfae2fbdf35ad1c

Aliases

arxiv: 2310.14838 · arxiv_version: 2310.14838v2 · doi: 10.48550/arxiv.2310.14838 · pith_short_12: LW27AKHEDXLC · pith_short_16: LW27AKHEDXLCJAPB · pith_short_8: LW27AKHE

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/LW27AKHEDXLCJAPBIO3ILTUZP3 \
  | 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: 5db5f028e41dd62481e143b685ce997eec47068691eae6a90dfae2fbdf35ad1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78276ce2d18bb7ce89a0c7a463c2a352e0c7dd10b9a012652370cfa2df9ab06a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-23T11:58:01Z",
    "title_canon_sha256": "ece4792a997da8b21cab39b2c5928286373e45e618e8480ff5816e84be890816"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14838",
    "kind": "arxiv",
    "version": 2
  }
}