Pith Number

pith:NNWZ43PU

pith:2017:NNWZ43PU2DFMGEY6WIMM5Y45BD

not attested not anchored not stored refs pending

L2 Regularization versus Batch and Weight Normalization

Twan van Laarhoven

arxiv:1706.05350 v1 · 2017-06-16 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NNWZ43PU2DFMGEY6WIMM5Y45BD}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

8 papers in Pith

How does the optimizer implicitly bias the model merging loss landscape?

Can Stationary Distributions of Scale-Invariant Neural Networks Be Described by the Thermodynamics of an Ideal Gas?

Scalable Agentic Reasoning for Designing Biologics Targeting Intrinsically Disordered Proteins

Progressive Growing of GANs for Improved Quality, Stability, and Variation

XQCfD: Accelerating Fast Actor-Critic Algorithms with Prior Data and Prior Policies

Receipt and verification

First computed	2026-05-18T00:42:14.016068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b6d9e6df4d0cac3131eb218cee39d08fadd075e3b3414138cea0dc4fa540c76

Aliases

arxiv: 1706.05350 · arxiv_version: 1706.05350v1 · doi: 10.48550/arxiv.1706.05350 · pith_short_12: NNWZ43PU2DFM · pith_short_16: NNWZ43PU2DFMGEY6 · pith_short_8: NNWZ43PU

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/NNWZ43PU2DFMGEY6WIMM5Y45BD \
  | 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: 6b6d9e6df4d0cac3131eb218cee39d08fadd075e3b3414138cea0dc4fa540c76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f347e157ca4ba14136930554f133074a3890d82db449953e3c157f6857f6efd9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-16T17:08:08Z",
    "title_canon_sha256": "ee8541df693c02f1fe2b0b451abf77af864f5f1012c7aa6fdcfe40114d737c09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.05350",
    "kind": "arxiv",
    "version": 1
  }
}