Pith Number

pith:XAOR2CG4

pith:2020:XAOR2CG4FY3GRDG73UR5SB722N

not attested not anchored not stored refs pending

Rethinking Bias-Variance Trade-off for Generalization of Neural Networks

Chong You, Jacob Steinhardt, Yaodong Yu, Yi Ma, Zitong Yang

arxiv:2002.11328 v3 · 2020-02-26 · 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{XAOR2CG4FY3GRDG73UR5SB722N}

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	2026-07-05T01:57:50.317023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b81d1d08dc2e36688cdfdd23d907fad368ad5959061e3b0c14d0531e134ab1ed

Aliases

arxiv: 2002.11328 · arxiv_version: 2002.11328v3 · doi: 10.48550/arxiv.2002.11328 · pith_short_12: XAOR2CG4FY3G · pith_short_16: XAOR2CG4FY3GRDG7 · pith_short_8: XAOR2CG4

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/XAOR2CG4FY3GRDG73UR5SB722N \
  | 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: b81d1d08dc2e36688cdfdd23d907fad368ad5959061e3b0c14d0531e134ab1ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94cf676b6ce0f1a68514ff7847c59e3ff97f1fb59a9e2cc6dfc5de3d0ea315e1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-26T07:21:54Z",
    "title_canon_sha256": "e59663841e76a0a62606bc94ef022df9554dc41d07ce7c420cdb9deea4b2552d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.11328",
    "kind": "arxiv",
    "version": 3
  }
}