Pith Number

pith:QWXTQQSX

pith:2019:QWXTQQSXUP77RNJMCZWBN7P7MW

not attested not anchored not stored refs pending

Distillation $\approx$ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network

Bin Dong, Jikai Hou, Yiping Lu, Zhihua Zhang

arxiv:1910.01255 v1 · 2019-10-02 · stat.ML · cs.CV · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QWXTQQSXUP77RNJMCZWBN7P7MW}

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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

2 papers in Pith

Channel Location Constrains the Auditability of Subliminal Learning

Self-Distillation is Optimal Among Spectral Shrinkage Estimators in Spiked Covariance Models

Receipt and verification

First computed	2026-07-05T00:09:28.414280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85af384257a3fff8b52c166c16fdff658a6b39277c81bc1cebffdc6116e1599a

Aliases

arxiv: 1910.01255 · arxiv_version: 1910.01255v1 · doi: 10.48550/arxiv.1910.01255 · pith_short_12: QWXTQQSXUP77 · pith_short_16: QWXTQQSXUP77RNJM · pith_short_8: QWXTQQSX

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/QWXTQQSXUP77RNJMCZWBN7P7MW \
  | 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: 85af384257a3fff8b52c166c16fdff658a6b39277c81bc1cebffdc6116e1599a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be7a2ca6fc0090de80674782b046738cd16237c84f9ef58b5c336169f8da33f3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-10-02T23:53:39Z",
    "title_canon_sha256": "17a717e2a49020939ee5e5ed10ec3a6844b8eb39a49c49ec553f1f533c7ef794"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.01255",
    "kind": "arxiv",
    "version": 1
  }
}