Pith Number

pith:M3VMS7SI

pith:2022:M3VMS7SI2SNBREM6A2VOJGM323

not attested not anchored not stored refs pending

Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions

Guang Cheng, Zhiying Fang

arxiv:2202.12119 v2 · 2022-02-24 · cs.LG · math.ST · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M3VMS7SI2SNBREM6A2VOJGM323}

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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	2026-07-05T05:34:30.522111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66eac97e48d49a18919e06aae4999bd6c977646b54e3080b4d4bdc51737e9d26

Aliases

arxiv: 2202.12119 · arxiv_version: 2202.12119v2 · doi: 10.48550/arxiv.2202.12119 · pith_short_12: M3VMS7SI2SNB · pith_short_16: M3VMS7SI2SNBREM6 · pith_short_8: M3VMS7SI

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/M3VMS7SI2SNBREM6A2VOJGM323 \
  | 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: 66eac97e48d49a18919e06aae4999bd6c977646b54e3080b4d4bdc51737e9d26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f93fd1863b90b85c496065e247949ed28b6e0abbb55e02ffbd24a21b91d4a6d",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-24T14:22:32Z",
    "title_canon_sha256": "f43a3b7130c56b1aac28cea8f9a9826f9a7d5837211c2aac2fbc2bf439ae72fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.12119",
    "kind": "arxiv",
    "version": 2
  }
}