Pith Number

pith:N24WY3TC

pith:2023:N24WY3TCAYPT5NQJPMXSY7IYX2

not attested not anchored not stored refs pending

Generalization and Estimation Error Bounds for Model-based Neural Networks

Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar

arxiv:2304.09802 v1 · 2023-04-19 · 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{N24WY3TCAYPT5NQJPMXSY7IYX2}

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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

Theory Foundation of Physics-Enhanced Residual Learning

Receipt and verification

First computed	2026-07-05T06:02:42.555191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6eb96c6e62061f3eb6097b2f2c7d18beb96a5d93c2be85d84c253eac5a41577d

Aliases

arxiv: 2304.09802 · arxiv_version: 2304.09802v1 · doi: 10.48550/arxiv.2304.09802 · pith_short_12: N24WY3TCAYPT · pith_short_16: N24WY3TCAYPT5NQJ · pith_short_8: N24WY3TC

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/N24WY3TCAYPT5NQJPMXSY7IYX2 \
  | 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: 6eb96c6e62061f3eb6097b2f2c7d18beb96a5d93c2be85d84c253eac5a41577d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "898e1a504cd304fedefc0f52ec37d6ebf586b70335e19a70c2ef7bc150fe1a45",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-19T16:39:44Z",
    "title_canon_sha256": "833f5ec1da6a55dccb2e7ccfc1498754c42b79be2b29ef0ccaf92d8a2721f078"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.09802",
    "kind": "arxiv",
    "version": 1
  }
}