Pith Number

pith:Q4CLPBFU

pith:2019:Q4CLPBFUKDNPTP2R4PNFV3XFRO

not attested not anchored not stored refs pending

Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks

Benjamin Guedj, Fran\c{c}ois Laviolette, Ga\"el Letarte, Pascal Germain

arxiv:1905.10259 v5 · 2019-05-24 · cs.LG · 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{Q4CLPBFUKDNPTP2R4PNFV3XFRO}

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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

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Receipt and verification

First computed	2026-07-05T00:38:02.086042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8704b784b450daf9bf51e3da5aeee58bbd3ac4ecf0222386ae2c4b9de39b984c

Aliases

arxiv: 1905.10259 · arxiv_version: 1905.10259v5 · doi: 10.48550/arxiv.1905.10259 · pith_short_12: Q4CLPBFUKDNP · pith_short_16: Q4CLPBFUKDNPTP2R · pith_short_8: Q4CLPBFU

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/Q4CLPBFUKDNPTP2R4PNFV3XFRO \
  | 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: 8704b784b450daf9bf51e3da5aeee58bbd3ac4ecf0222386ae2c4b9de39b984c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "624e630b7bb645863c21010acdc6eddc689320f0b225222332f0674860420bfa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T14:37:38Z",
    "title_canon_sha256": "b725dee7d16af2da6eb0f2d81b6d14ad1a04cd72f4a3a9d717d31408385c2607"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10259",
    "kind": "arxiv",
    "version": 5
  }
}