Pith Number

pith:YCQ4PER4

pith:2019:YCQ4PER4XKEGA2LERBHBAXQGGK

not attested not anchored not stored refs pending

Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model

Christopher J. Shallue, George E. Dahl, Guodong Zhang, James Martens, Lala Li, Roger Grosse, Sushant Sachdeva, Zachary Nado

arxiv:1907.04164 v2 · 2019-07-09 · 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{YCQ4PER4XKEGA2LERBHBAXQGGK}

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

3 papers in Pith

Scaling Laws for Transfer

A General Language Assistant as a Laboratory for Alignment

Language Models (Mostly) Know What They Know

Receipt and verification

First computed	2026-07-05T00:15:07.257942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0a1c7923cba88606964884e105e0632b5f7ac86a0a7c64a14644f8294db69a1

Aliases

arxiv: 1907.04164 · arxiv_version: 1907.04164v2 · doi: 10.48550/arxiv.1907.04164 · pith_short_12: YCQ4PER4XKEG · pith_short_16: YCQ4PER4XKEGA2LE · pith_short_8: YCQ4PER4

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/YCQ4PER4XKEGA2LERBHBAXQGGK \
  | 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: c0a1c7923cba88606964884e105e0632b5f7ac86a0a7c64a14644f8294db69a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e9cd303d24008b0117cf844b38a752754cef6e1d62e48af2b5f74130521594b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-09T13:44:10Z",
    "title_canon_sha256": "c6519196382df1f3d6a9345c53934cf9b07d3b034a41f8a6c099662143dcae45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.04164",
    "kind": "arxiv",
    "version": 2
  }
}