Pith Number

pith:MYW2ARYJ

pith:2025:MYW2ARYJZNUFEWHDTHF54FTUY6

not attested not anchored not stored refs pending

SADA: Safe and Adaptive Aggregation of Multiple Black-Box Predictions in Semi-Supervised Learning

Jiawei Shan, Jiwei Zhao, Yazhen Wang, Yiming Dong, Zhifeng Chen

arxiv:2509.21707 v3 · 2025-09-26 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MYW2ARYJZNUFEWHDTHF54FTUY6}

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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

Semiparametric semi-supervised learning for general targets under distribution shift and decaying overlap

Receipt and verification

First computed	2026-05-29T01:04:35.800532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

662da04709cb685258e399cbde1674c7885d52ddb5aeafb1b21090a9eb60bede

Aliases

arxiv: 2509.21707 · arxiv_version: 2509.21707v3 · doi: 10.48550/arxiv.2509.21707 · pith_short_12: MYW2ARYJZNUF · pith_short_16: MYW2ARYJZNUFEWHD · pith_short_8: MYW2ARYJ

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/MYW2ARYJZNUFEWHDTHF54FTUY6 \
  | 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: 662da04709cb685258e399cbde1674c7885d52ddb5aeafb1b21090a9eb60bede

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d508feb005682dd0e8438632c73585c0595ec32cab28e0451d4e635ff1f9919d",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-26T00:02:54Z",
    "title_canon_sha256": "52298d339555fcb06e37121682de5f3d26240b63aab001a7706e09ef78565c5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.21707",
    "kind": "arxiv",
    "version": 3
  }
}