Pith Number

pith:73JP3QHC

pith:2022:73JP3QHCGAHEQBMPJWO4REX6BI

not attested not anchored not stored refs pending

On the Sample Complexity of Two-Layer Networks: Lipschitz vs. Element-Wise Lipschitz Activation

Amit Daniely, Elad Granot

arxiv:2211.09634 v4 · 2022-11-17 · 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{73JP3QHCGAHEQBMPJWO4REX6BI}

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

1 paper in Pith

Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization

Receipt and verification

First computed	2026-07-05T07:35:35.709207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fed2fdc0e2300e48058f4d9dc892fe0a105265710ec271b2021135719f2936f4

Aliases

arxiv: 2211.09634 · arxiv_version: 2211.09634v4 · doi: 10.48550/arxiv.2211.09634 · pith_short_12: 73JP3QHCGAHE · pith_short_16: 73JP3QHCGAHEQBMP · pith_short_8: 73JP3QHC

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/73JP3QHCGAHEQBMPJWO4REX6BI \
  | 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: fed2fdc0e2300e48058f4d9dc892fe0a105265710ec271b2021135719f2936f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "142029ae6c5494244a5cbe2736a806955299a8f7dbaa524275003cf0211c80c2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-17T16:27:15Z",
    "title_canon_sha256": "3e3a4d4cbc517836bba599f9d41bbec32c58748cb5eb1ec76fd379a308a2af09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09634",
    "kind": "arxiv",
    "version": 4
  }
}