Pith Number

pith:VX7MIYVH

pith:2024:VX7MIYVHP2U7AFN34HIEAKPHSY

not attested not anchored not stored refs pending

MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting

Lijun Sun, Vincent Zhihao Zheng

arxiv:2410.09133 v2 · 2024-10-11 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VX7MIYVHP2U7AFN34HIEAKPHSY}

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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

2 papers in Pith

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting

Receipt and verification

First computed	2026-07-05T10:07:45.351573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adfec462a77ea9f015bbe1d04029e79623d1aa7dec7b4229ce7aa9239282ece4

Aliases

arxiv: 2410.09133 · arxiv_version: 2410.09133v2 · doi: 10.48550/arxiv.2410.09133 · pith_short_12: VX7MIYVHP2U7 · pith_short_16: VX7MIYVHP2U7AFN3 · pith_short_8: VX7MIYVH

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/VX7MIYVHP2U7AFN34HIEAKPHSY \
  | 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: adfec462a77ea9f015bbe1d04029e79623d1aa7dec7b4229ce7aa9239282ece4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dd12135ae5b93040c9ad44d664c2372d1496e28b1dd2da427e646fe6b9c14d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-11T15:10:20Z",
    "title_canon_sha256": "6d8635fe6c22ad64e223db3148de4a103f892f73ab291b5ce5765b2621a5570b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09133",
    "kind": "arxiv",
    "version": 2
  }
}