Pith Number

pith:DWY4UMBR

pith:2023:DWY4UMBR2CYUIS4QC3QFEAPU6G

not attested not anchored not stored refs pending

Some Fundamental Aspects about Lipschitz Continuity of Neural Networks

Grigory Khromov, Sidak Pal Singh

arxiv:2302.10886 v4 · 2023-02-21 · 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{DWY4UMBR2CYUIS4QC3QFEAPU6G}

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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.

Cited by

1 paper in Pith

Scalable Equilibrium Propagation via Intermediate Error Signals for Deep Convolutional CRNNs

Receipt and verification

First computed	2026-07-05T08:19:06.692833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1db1ca3031d0b1444b9016e05201f4f1b075243d1126684b89b1188fe0ac573c

Aliases

arxiv: 2302.10886 · arxiv_version: 2302.10886v4 · doi: 10.48550/arxiv.2302.10886 · pith_short_12: DWY4UMBR2CYU · pith_short_16: DWY4UMBR2CYUIS4Q · pith_short_8: DWY4UMBR

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/DWY4UMBR2CYUIS4QC3QFEAPU6G \
  | 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: 1db1ca3031d0b1444b9016e05201f4f1b075243d1126684b89b1188fe0ac573c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "359bbc064caa80b9e76ce489d87172f5ee9f00ecb13590a1c5f05924d6e1e565",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-21T18:59:40Z",
    "title_canon_sha256": "101da2b24b748aec108f92039ed1a101857586c28f7950ac7c94b4412495c555"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.10886",
    "kind": "arxiv",
    "version": 4
  }
}