Pith Number

pith:KLU3LU4Q

pith:2020:KLU3LU4QUNNR3FOY5R6FMRUEXF

not attested not anchored not stored refs pending

Automating Outlier Detection via Meta-Learning

Leman Akoglu, Ryan A. Rossi, Yue Zhao

arxiv:2009.10606 v2 · 2020-09-22 · cs.LG · cs.IR · 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{KLU3LU4QUNNR3FOY5R6FMRUEXF}

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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

Automatic Unsupervised Ensemble Outlier Model Selection--Extended Version

Receipt and verification

First computed	2026-07-05T02:23:58.541690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52e9b5d390a35b1d95d8ec7c564684b95c752528de1315c4fe6c9bf66dbadeb4

Aliases

arxiv: 2009.10606 · arxiv_version: 2009.10606v2 · doi: 10.48550/arxiv.2009.10606 · pith_short_12: KLU3LU4QUNNR · pith_short_16: KLU3LU4QUNNR3FOY · pith_short_8: KLU3LU4Q

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/KLU3LU4QUNNR3FOY5R6FMRUEXF \
  | 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: 52e9b5d390a35b1d95d8ec7c564684b95c752528de1315c4fe6c9bf66dbadeb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfe503faf3a7c8f22655011f2dcd211cf5b3b634798ca0295df2fc2fdd1b49d6",
    "cross_cats_sorted": [
      "cs.IR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-22T15:14:45Z",
    "title_canon_sha256": "150b9ada307eb487e9b6e9806f13795d81e9e010e5ff17f4c9466b0be330471d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.10606",
    "kind": "arxiv",
    "version": 2
  }
}