Pith Number

pith:Z7E5VFB6

pith:2018:Z7E5VFB6227OIEZ2BOUI2OBISE

not attested not anchored not stored refs pending

Reconciling modern machine learning practice and the bias-variance trade-off

Daniel Hsu, Mikhail Belkin, Siyuan Ma, Soumik Mandal

arxiv:1812.11118 v2 · 2018-12-28 · stat.ML · 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{Z7E5VFB6227OIEZ2BOUI2OBISE}

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

9 papers in Pith

Asymmetric Scaling Laws from Sparse Features

Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics

Scaling Laws for Transfer

Scaling Laws and Interpretability of Learning from Repeated Data

Lecture Notes on Statistical Physics and Neural Networks

Receipt and verification

First computed	2026-07-05T04:29:22.018128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfc9da943ed6bee4133a0ba88d382891071cf4ad470cbb34924853c7389f26dd

Aliases

arxiv: 1812.11118 · arxiv_version: 1812.11118v2 · doi: 10.48550/arxiv.1812.11118 · pith_short_12: Z7E5VFB6227O · pith_short_16: Z7E5VFB6227OIEZ2 · pith_short_8: Z7E5VFB6

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/Z7E5VFB6227OIEZ2BOUI2OBISE \
  | 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: cfc9da943ed6bee4133a0ba88d382891071cf4ad470cbb34924853c7389f26dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63ff84eb6591772a93a7794fa2260275c4a873697934f83a8d7052f8df032056",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-28T17:15:38Z",
    "title_canon_sha256": "c3ec47ad73bb2d997637938407e39e10b3d068485422744d04da1fedfa1caed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.11118",
    "kind": "arxiv",
    "version": 2
  }
}