Pith Number

pith:3AQRKWOQ

pith:2024:3AQRKWOQVDBL6GXEBMIXEVMPRK

not attested not anchored not stored refs pending

Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version)

Arthur Zimek, Franz Rothlauf, Henrique O. Marques, Philipp R\"ochner, Ricardo J. G. B. Campello

arxiv:2408.15874 v3 · 2024-08-28 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3AQRKWOQVDBL6GXEBMIXEVMPRK}

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.

Receipt and verification

First computed	2026-07-05T09:28:33.979502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8211559d0a8c2bf1ae40b1172558f8a8db35f84a72d146a03182046ce249383

Aliases

arxiv: 2408.15874 · arxiv_version: 2408.15874v3 · doi: 10.48550/arxiv.2408.15874 · pith_short_12: 3AQRKWOQVDBL · pith_short_16: 3AQRKWOQVDBL6GXE · pith_short_8: 3AQRKWOQ

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/3AQRKWOQVDBL6GXEBMIXEVMPRK \
  | 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: d8211559d0a8c2bf1ae40b1172558f8a8db35f84a72d146a03182046ce249383

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffc1f9a651690dba4b88e48e20a30d279db8fda134e609d00ab41e23549e79cc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-28T15:44:34Z",
    "title_canon_sha256": "9cc7a942764967823698632d93b84b677afe80991b7dfe5dc0e065e2bf874149"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15874",
    "kind": "arxiv",
    "version": 3
  }
}