Pith Number

pith:JKMP4KFB

pith:2020:JKMP4KFB63IGEOZBJZDSGXE2FU

not attested not anchored not stored refs pending

Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width

Ben Krause, Caiming Xiong, Huan Wang, Richard Socher, Yu Bai

arxiv:2002.04010 v2 · 2020-02-10 · 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{JKMP4KFB63IGEOZBJZDSGXE2FU}

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	2026-07-05T00:43:21.909475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a98fe28a1f6d0623b214e47235c9a2d2904babf63a9514c63b3b29122251ca8

Aliases

arxiv: 2002.04010 · arxiv_version: 2002.04010v2 · doi: 10.48550/arxiv.2002.04010 · pith_short_12: JKMP4KFB63IG · pith_short_16: JKMP4KFB63IGEOZB · pith_short_8: JKMP4KFB

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/JKMP4KFB63IGEOZBJZDSGXE2FU \
  | 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: 4a98fe28a1f6d0623b214e47235c9a2d2904babf63a9514c63b3b29122251ca8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcd66570c968993c5081427ce199c996cd9b36f025a4881a13905fe0ee445133",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-10T18:37:04Z",
    "title_canon_sha256": "664f138ef469025facc5c094cd4f83da80cd11b9a9acb784452272f415489d3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.04010",
    "kind": "arxiv",
    "version": 2
  }
}