Pith Number

pith:6K4WTGK5

pith:2024:6K4WTGK5TZRYERBULDWEC3Y7DY

not attested not anchored not stored refs pending

Analysis of the rate of convergence of an over-parametrized convolutional neural network image classifier learned by gradient descent

Adam Krzyzak, Benjamin Walter, Michael Kohler

arxiv:2405.07619 v1 · 2024-05-13 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6K4WTGK5TZRYERBULDWEC3Y7DY}

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	2026-07-05T08:18:25.611258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2b969995d9e6382443458ec416f1f1e021143ba3b7bd345331c49bb27df79ef

Aliases

arxiv: 2405.07619 · arxiv_version: 2405.07619v1 · doi: 10.48550/arxiv.2405.07619 · pith_short_12: 6K4WTGK5TZRY · pith_short_16: 6K4WTGK5TZRYERBU · pith_short_8: 6K4WTGK5

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/6K4WTGK5TZRYERBULDWEC3Y7DY \
  | 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: f2b969995d9e6382443458ec416f1f1e021143ba3b7bd345331c49bb27df79ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92e933d1b80bdf704a501bce80851da08826f31321a8afcdf3850649a7269e3b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-13T10:26:28Z",
    "title_canon_sha256": "87d45a5d945f9907aed973ab492b288af124fd2e30593b5f9f0eef51f5d1a9fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07619",
    "kind": "arxiv",
    "version": 1
  }
}