Pith Number

pith:NYOW5EIJ

pith:2024:NYOW5EIJH6WVVTT4XDD5ZP5LCH

not attested not anchored not stored refs pending

Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data

Atsutoshi Kumagai, Hiroshi Takahashi, Tomoharu Iwata, Yuuki Yamanaka

arxiv:2405.18929 v2 · 2024-05-29 · stat.ML · cs.AI · 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{NYOW5EIJH6WVVTT4XDD5ZP5LCH}

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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

From Local Geometry to Global Pseudo Labeling for Robust Positive Unlabeled Learning under Covariate Shift

Receipt and verification

First computed	2026-07-05T10:11:20.152189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e1d6e91093fad5ace7cb8c7dcbfab11cc7c0bd9ada75fc05645db3c7cd4b9b1

Aliases

arxiv: 2405.18929 · arxiv_version: 2405.18929v2 · doi: 10.48550/arxiv.2405.18929 · pith_short_12: NYOW5EIJH6WV · pith_short_16: NYOW5EIJH6WVVTT4 · pith_short_8: NYOW5EIJ

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/NYOW5EIJH6WVVTT4XDD5ZP5LCH \
  | 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: 6e1d6e91093fad5ace7cb8c7dcbfab11cc7c0bd9ada75fc05645db3c7cd4b9b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "511ff4d2d7d3a0239f74ccd29fb1d6f1aba1078e7649af82926766ef437e9cd1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-29T09:34:47Z",
    "title_canon_sha256": "f7fad2931e5a451252536ace945ea30ed4465726ee58f0a54f430c6b7ded0a3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18929",
    "kind": "arxiv",
    "version": 2
  }
}