Pith Number

pith:EQF27QVI

pith:2018:EQF27QVIWVO5KFOMNLPAX2SPDA

not attested not anchored not stored refs pending

Controlling Covariate Shift using Balanced Normalization of Weights

Aaron Defazio, L\'eon Bottou

arxiv:1812.04549 v2 · 2018-12-11 · 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{EQF27QVIWVO5KFOMNLPAX2SPDA}

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	2026-05-17T23:46:35.990250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

240bafc2a8b55dd515cc6ade0bea4f183ffe0b6817f06e3144649a182f4015b7

Aliases

arxiv: 1812.04549 · arxiv_version: 1812.04549v2 · doi: 10.48550/arxiv.1812.04549 · pith_short_12: EQF27QVIWVO5 · pith_short_16: EQF27QVIWVO5KFOM · pith_short_8: EQF27QVI

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/EQF27QVIWVO5KFOMNLPAX2SPDA \
  | 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: 240bafc2a8b55dd515cc6ade0bea4f183ffe0b6817f06e3144649a182f4015b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3b335ceb760371f16b4ed732ea6acbb8e6e010ead81749454fbc853acad1808",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-11T17:12:50Z",
    "title_canon_sha256": "e69bcc76e06ca48984eac7d178432801baea1e5e6cdddd6e880d6cde512190bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04549",
    "kind": "arxiv",
    "version": 2
  }
}