Pith Number

pith:WSBV4JTS

pith:2024:WSBV4JTSRGPMPUSNLL55LL6H4B

not attested not anchored not stored refs pending

Statistically Valid Information Bottleneck via Multiple Hypothesis Testing

Amirmohammad Farzaneh, Osvaldo Simeone

arxiv:2409.07325 v2 · 2024-09-11 · 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{WSBV4JTSRGPMPUSNLL55LL6H4B}

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

Ensuring Reliability via Hyperparameter Selection: Review and Advances

Receipt and verification

First computed	2026-07-05T09:18:29.771951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4835e2672899ec7d24d5afbd5afc7e04f355db1452f5c6d17cfe94d99d1dc70

Aliases

arxiv: 2409.07325 · arxiv_version: 2409.07325v2 · doi: 10.48550/arxiv.2409.07325 · pith_short_12: WSBV4JTSRGPM · pith_short_16: WSBV4JTSRGPMPUSN · pith_short_8: WSBV4JTS

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/WSBV4JTSRGPMPUSNLL55LL6H4B \
  | 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: b4835e2672899ec7d24d5afbd5afc7e04f355db1452f5c6d17cfe94d99d1dc70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90f5d1e1d701719caec5d8d078088010f56430ec094d633ec948172e27813082",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2024-09-11T15:04:32Z",
    "title_canon_sha256": "90ccebd554fe6107d491a86b825e0858ef4f92232041fb00830fa37156e39182"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07325",
    "kind": "arxiv",
    "version": 2
  }
}