Pith Number

pith:SSQNF7ZE

pith:2019:SSQNF7ZEHMF6ZHSO5AIHXC5TIM

not attested not anchored not stored refs pending

Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy

Angelica I. Aviles-Rivero, Carola-Bibiane Sch\"onlieb, Nicolas Papadakis, Philip Sellars, Robby T Tan, Ruoteng Li, Samar M Alsaleh

arxiv:1906.08635 v4 · 2019-06-20 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{SSQNF7ZEHMF6ZHSO5AIHXC5TIM}

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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

On Defending Against Label Flipping Attacks on Malware Detection Systems

Receipt and verification

First computed	2026-07-05T03:25:27.976894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94a0d2ff243b0bec9e4ee8107b8bb343330713749206ba8e641f937687b21e22

Aliases

arxiv: 1906.08635 · arxiv_version: 1906.08635v4 · doi: 10.48550/arxiv.1906.08635 · pith_short_12: SSQNF7ZEHMF6 · pith_short_16: SSQNF7ZEHMF6ZHSO · pith_short_8: SSQNF7ZE

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/SSQNF7ZEHMF6ZHSO5AIHXC5TIM \
  | 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: 94a0d2ff243b0bec9e4ee8107b8bb343330713749206ba8e641f937687b21e22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "954495437013de1cab7c0678dccc77fadf0053fd2029287be487ec05346f8968",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-20T14:04:39Z",
    "title_canon_sha256": "de558fce819f0fddfe71d0c96202621ff1da70b2cb1f9c9f24723da77ad77fec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.08635",
    "kind": "arxiv",
    "version": 4
  }
}