Pith Number

pith:K4ERKXRH

pith:2022:K4ERKXRH3IJUR4W5WFKERKKG4A

not attested not anchored not stored refs pending

On the Implicit Bias Towards Minimal Depth of Deep Neural Networks

Ido Ben-Shaul, Liane Galanti, Tomer Galanti

arxiv:2202.09028 v9 · 2022-02-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K4ERKXRH3IJUR4W5WFKERKKG4A}

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.

Cited by

1 paper in Pith

Feature learning is decoupled from generalization in high capacity neural networks

Receipt and verification

First computed	2026-07-05T05:01:37.478119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5709155e27da1348f2ddb15448a946e02aaf79d9e4d36d1d0c07b37f92d8d65a

Aliases

arxiv: 2202.09028 · arxiv_version: 2202.09028v9 · doi: 10.48550/arxiv.2202.09028 · pith_short_12: K4ERKXRH3IJU · pith_short_16: K4ERKXRH3IJUR4W5 · pith_short_8: K4ERKXRH

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/K4ERKXRH3IJUR4W5WFKERKKG4A \
  | 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: 5709155e27da1348f2ddb15448a946e02aaf79d9e4d36d1d0c07b37f92d8d65a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbd6f9032173744ee4a2b552a24b7c3251a11d5b26918aedc37456962f603bbe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-18T05:21:28Z",
    "title_canon_sha256": "9ae2c7e48f67a90be296199ecb352af15f05ca262125569dacd0df16d28aaf3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.09028",
    "kind": "arxiv",
    "version": 9
  }
}