Pith Number

pith:DNKT5FYO

pith:2021:DNKT5FYOAYTX6POM66PMOYUOK2

not attested not anchored not stored refs pending

Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting

Junchi Yan, Longyuan Li, Xiaokang Yang, Yaohui Jin

arxiv:2102.00397 v1 · 2021-01-31 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNKT5FYOAYTX6POM66PMOYUOK2}

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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

STAN: Smooth Transition Autoregressive Networks

Receipt and verification

First computed	2026-07-05T02:11:11.160083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b553e970e06277f3dccf79ec7628e56abafd78cf26b2858fa3cb4a72a2a194b

Aliases

arxiv: 2102.00397 · arxiv_version: 2102.00397v1 · doi: 10.48550/arxiv.2102.00397 · pith_short_12: DNKT5FYOAYTX · pith_short_16: DNKT5FYOAYTX6POM · pith_short_8: DNKT5FYO

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/DNKT5FYOAYTX6POM66PMOYUOK2 \
  | 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: 1b553e970e06277f3dccf79ec7628e56abafd78cf26b2858fa3cb4a72a2a194b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9377a480c7014e413f50c47c5530bb2498e91bf411c96d041e450109de13a401",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-31T06:49:33Z",
    "title_canon_sha256": "f25cf127c0a2aa4b7654b864a778cd5b5a36314a96fecc27c89d9ee2d7db2bab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.00397",
    "kind": "arxiv",
    "version": 1
  }
}