Pith Number

pith:IQCRMFTL

pith:2023:IQCRMFTLRO456QVZ6JJOO7TV32

not attested not anchored not stored refs pending

Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion

Alexander Immer, Alexandru Meterez, Amir Joudaki, Francesco Orabona, Gunnar R\"atsch, Hadi Daneshmand

arxiv:2310.02012 v1 · 2023-10-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IQCRMFTLRO456QVZ6JJOO7TV32}

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	2026-07-05T06:56:48.966064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

440516166b8bb9df42b9f252e77e75dead45282856a9e2b132c110bb2c252d7e

Aliases

arxiv: 2310.02012 · arxiv_version: 2310.02012v1 · doi: 10.48550/arxiv.2310.02012 · pith_short_12: IQCRMFTLRO45 · pith_short_16: IQCRMFTLRO456QVZ · pith_short_8: IQCRMFTL

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/IQCRMFTLRO456QVZ6JJOO7TV32 \
  | 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: 440516166b8bb9df42b9f252e77e75dead45282856a9e2b132c110bb2c252d7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "631ef34af7c1c1ae85611ebda6401a9597b8568cac6e0c2bd6e1b9e35bcc6d11",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-03T12:35:02Z",
    "title_canon_sha256": "7c64368c136d37ae85ff2dedc49d3df478b5b606b44c50f2feccf50db618fc2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02012",
    "kind": "arxiv",
    "version": 1
  }
}