Pith Number

pith:AMV575FG

pith:2020:AMV575FGMB4A7FXVIOVI7ZTB7T

not attested not anchored not stored refs pending

Input Hessian Regularization of Neural Networks

Marius Kloft, Robert A. Vandermeulen, Waleed Mustafa

arxiv:2009.06571 v1 · 2020-09-14 · cs.LG · 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{AMV575FGMB4A7FXVIOVI7ZTB7T}

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	2026-07-05T01:35:09.682140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

032bdff4a660780f96f543aa8fe661fcfc240d2dcc78bd58f36baf62418f3b03

Aliases

arxiv: 2009.06571 · arxiv_version: 2009.06571v1 · doi: 10.48550/arxiv.2009.06571 · pith_short_12: AMV575FGMB4A · pith_short_16: AMV575FGMB4A7FXV · pith_short_8: AMV575FG

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/AMV575FGMB4A7FXVIOVI7ZTB7T \
  | 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: 032bdff4a660780f96f543aa8fe661fcfc240d2dcc78bd58f36baf62418f3b03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd8465e352211456769ab158f1ea10b915779eb7800a5c7303d7f268c58cf457",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-14T16:58:16Z",
    "title_canon_sha256": "282ca02e07ae9587a57660af337f5e680df2245a25932d426e69aa0d068d9fe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.06571",
    "kind": "arxiv",
    "version": 1
  }
}