Pith Number

pith:ZC62KCLD

pith:2022:ZC62KCLDM3PDEOLRMD2XLSZUYG

not attested not anchored not stored refs pending

A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting

Aryan Jadon, Avinash Patil, Shruti Jadon

arxiv:2211.02989 v1 · 2022-11-05 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZC62KCLDM3PDEOLRMD2XLSZUYG}

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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

Ratio-based Loss Functions

Receipt and verification

First computed	2026-07-05T05:13:42.980820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8bda5096366de32397160f575cb34c1ac96b4d4342d35a67824a9e01e85c878

Aliases

arxiv: 2211.02989 · arxiv_version: 2211.02989v1 · doi: 10.48550/arxiv.2211.02989 · pith_short_12: ZC62KCLDM3PD · pith_short_16: ZC62KCLDM3PDEOLR · pith_short_8: ZC62KCLD

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/ZC62KCLDM3PDEOLRMD2XLSZUYG \
  | 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: c8bda5096366de32397160f575cb34c1ac96b4d4342d35a67824a9e01e85c878

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b206f0192541854abb180c896cc761ed3d755aa07f91b2cdad9f2aed86e4ca4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-05T23:06:25Z",
    "title_canon_sha256": "48d706d5abfa5b0e19daf22a979786439882ec4eaedfacd306a9c6ea2ebc8e74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02989",
    "kind": "arxiv",
    "version": 1
  }
}