Pith Number

pith:NZPBS6UA

pith:2023:NZPBS6UARCD4KXXHQWMNAXFDPS

not attested not anchored not stored refs pending

On the Variance of Neural Network Training with respect to Test Sets and Distributions

Keller Jordan

arxiv:2304.01910 v4 · 2023-04-04 · 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{NZPBS6UARCD4KXXHQWMNAXFDPS}

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

2 papers in Pith

The FID Lottery: Quantifying Hidden Randomness in Generative-Model Evaluation

On the Extreme Variance of Certified Local Robustness Across Model Seeds

Receipt and verification

First computed	2026-07-05T08:29:14.585349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e5e197a808887c55ee78598d05ca37c84ff6893499f6b1dc3db412dc6508a26

Aliases

arxiv: 2304.01910 · arxiv_version: 2304.01910v4 · doi: 10.48550/arxiv.2304.01910 · pith_short_12: NZPBS6UARCD4 · pith_short_16: NZPBS6UARCD4KXXH · pith_short_8: NZPBS6UA

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/NZPBS6UARCD4KXXHQWMNAXFDPS \
  | 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: 6e5e197a808887c55ee78598d05ca37c84ff6893499f6b1dc3db412dc6508a26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb8e1cec86b2c1c57f3bb03779f77f37f2c1f942f85b4738c9d23fb7cd0ff4a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-04T16:09:55Z",
    "title_canon_sha256": "ca8578114b0238f7bd980c649ebf5243e25231f94bc3c543aecfea585177ca71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.01910",
    "kind": "arxiv",
    "version": 4
  }
}