Pith Number

pith:LL6CSBDL

pith:2023:LL6CSBDLGGX7ELCPO4Q5DY3X3H

not attested not anchored not stored refs pending

Learning Capacity: A Measure of the Effective Dimensionality of a Model

Daiwei Chen, Pratik Chaudhari, Wei-Kai Chang

arxiv:2305.17332 v2 · 2023-05-27 · cs.LG · cs.IT · math.IT · 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{LL6CSBDLGGX7ELCPO4Q5DY3X3H}

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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

The Normalized Maximum Likelihood for Regular Non-Smooth Models: Measure-Theoretic Foundations and Geometric Sampling

Receipt and verification

First computed	2026-07-05T09:22:59.372440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5afc29046b31aff22c4f7721d1e377d9f73a4616dd2836a229f20ca51f4604ff

Aliases

arxiv: 2305.17332 · arxiv_version: 2305.17332v2 · doi: 10.48550/arxiv.2305.17332 · pith_short_12: LL6CSBDLGGX7 · pith_short_16: LL6CSBDLGGX7ELCP · pith_short_8: LL6CSBDL

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/LL6CSBDLGGX7ELCPO4Q5DY3X3H \
  | 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: 5afc29046b31aff22c4f7721d1e377d9f73a4616dd2836a229f20ca51f4604ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5804ed4249d4a8675d7a0a2165b5c5a3c22320843716c22bec20043d26b78862",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-27T02:27:27Z",
    "title_canon_sha256": "8f8bb7fd759e241de170feea9a55c8d08c3e38616d1ada7fd47a07c0bd725345"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.17332",
    "kind": "arxiv",
    "version": 2
  }
}