Pith Number

pith:TM6IG5WM

pith:2022:TM6IG5WMYI2Q6H5RXQH3KYZTNA

not attested not anchored not stored refs pending

Learning Fast and Slow for Online Time Series Forecasting

Chenghao Liu, Doyen Sahoo, Quang Pham, Steven C.H. Hoi

arxiv:2202.11672 v2 · 2022-02-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TM6IG5WMYI2Q6H5RXQH3KYZTNA}

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

Online Irregular Multivariate Time Series Forecasting via Uncertainty-Driven Dual-Expert Calibration

Receipt and verification

First computed	2026-07-05T05:06:55.222833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b3c8376ccc2350f1fb1bc0fb563336835e51b161c9879d204cc1999d7c0481c

Aliases

arxiv: 2202.11672 · arxiv_version: 2202.11672v2 · doi: 10.48550/arxiv.2202.11672 · pith_short_12: TM6IG5WMYI2Q · pith_short_16: TM6IG5WMYI2Q6H5R · pith_short_8: TM6IG5WM

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/TM6IG5WMYI2Q6H5RXQH3KYZTNA \
  | 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: 9b3c8376ccc2350f1fb1bc0fb563336835e51b161c9879d204cc1999d7c0481c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e255ebda04756772e49ae1a1756c37feea3956502b43b059d8377db879f723a3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-23T18:23:07Z",
    "title_canon_sha256": "0f038622dbe69eca63c240b6da628b05bf6d8796063ec289e91d2d3ce47140e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11672",
    "kind": "arxiv",
    "version": 2
  }
}