Pith Number

pith:H22A4NDT

pith:2020:H22A4NDTSSGTTO34LIWAGM33AG

not attested not anchored not stored refs pending

To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs

Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP

arxiv:2006.05838 v2 · 2020-06-10 · cs.LG · cs.CV · 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{H22A4NDTSSGTTO34LIWAGM33AG}

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	2026-07-05T01:36:30.750556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3eb40e3473948d39bb7c5a2c03337b018406f15aa8a46ea7481c9ca997bf54f3

Aliases

arxiv: 2006.05838 · arxiv_version: 2006.05838v2 · doi: 10.48550/arxiv.2006.05838 · pith_short_12: H22A4NDTSSGT · pith_short_16: H22A4NDTSSGTTO34 · pith_short_8: H22A4NDT

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/H22A4NDTSSGTTO34LIWAGM33AG \
  | 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: 3eb40e3473948d39bb7c5a2c03337b018406f15aa8a46ea7481c9ca997bf54f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c95fd06c24bec16ac83cf11c69043c7fac1b2aa006f1f5fb4742059bad84d6a",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-10T14:00:14Z",
    "title_canon_sha256": "a0223ddd1a487990940cb202a46f002fdc520d898021d8ce357bdd658b287ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.05838",
    "kind": "arxiv",
    "version": 2
  }
}