Pith Number

pith:WJWW4YV4

pith:2019:WJWW4YV4453USEBVY3KAKRKGFN

not attested not anchored not stored refs pending

A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage

Amedeo Roberto Esposito, Ibrahim Issa, Michael Gastpar

arxiv:1903.01777 v1 · 2019-03-05 · stat.ML · 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{WJWW4YV4453USEBVY3KAKRKGFN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Paradise of Forking Paths: Revisiting the Adaptive Data Analysis Problem

Receipt and verification

First computed	2026-05-17T23:51:59.782266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b26d6e62bce777491035c6d40545462b63a5caabf93b263bb91cf69f1417f9a2

Aliases

arxiv: 1903.01777 · arxiv_version: 1903.01777v1 · doi: 10.48550/arxiv.1903.01777 · pith_short_12: WJWW4YV4453U · pith_short_16: WJWW4YV4453USEBV · pith_short_8: WJWW4YV4

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/WJWW4YV4453USEBVY3KAKRKGFN \
  | 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: b26d6e62bce777491035c6d40545462b63a5caabf93b263bb91cf69f1417f9a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7308eed691daea6910a7f19154b14345025424b5622d9f9e1b1b361dc87bf0ac",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-03-05T11:59:06Z",
    "title_canon_sha256": "75efc934ddf5bc05f70e9329e472c7039f01dbbb638ddfab8504ccab4a9bc752"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.01777",
    "kind": "arxiv",
    "version": 1
  }
}