Pith Number

pith:L342FPIS

pith:2019:L342FPISBGZ6NTABBI56C7L3IX

not attested not anchored not stored refs pending

Over-parametrized deep neural networks do not generalize well

Adam Krzyzak, Michael Kohler

arxiv:1912.03925 v2 · 2019-12-09 · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L342FPISBGZ6NTABBI56C7L3IX}

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.

Receipt and verification

First computed	2026-07-05T00:33:24.031595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ef9a2bd1209b3e6cc010a3be17d7b45fd9cc7c89b0b55196361f3416845b654

Aliases

arxiv: 1912.03925 · arxiv_version: 1912.03925v2 · doi: 10.48550/arxiv.1912.03925 · pith_short_12: L342FPISBGZ6 · pith_short_16: L342FPISBGZ6NTAB · pith_short_8: L342FPIS

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/L342FPISBGZ6NTABBI56C7L3IX \
  | 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: 5ef9a2bd1209b3e6cc010a3be17d7b45fd9cc7c89b0b55196361f3416845b654

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b085c8e607e85530569955764819092dda04d7adad86f87750f1ba3d47fa1707",
    "cross_cats_sorted": [
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2019-12-09T09:48:01Z",
    "title_canon_sha256": "3714a18d1911483857b4fa4371cb43c894926164c7aa9ec1b247f82cdda1629b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.03925",
    "kind": "arxiv",
    "version": 2
  }
}