Pith Number

pith:IU4R5VRH

pith:2019:IU4R5VRHT5SIPJI6M77YUZ3AAQ

not attested not anchored not stored refs pending

In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors

Daniel M. Roy, Gintare Karolina Dziugaite, Jeffrey Negrea

arxiv:1912.04265 v3 · 2019-12-09 · 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{IU4R5VRHT5SIPJI6M77YUZ3AAQ}

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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

On the Sample Complexity of One Hidden Layer Networks with Equivariance, Locality and Weight Sharing

Receipt and verification

First computed	2026-07-05T03:12:59.700256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45391ed6279f6487a51e67ff8a67600436e78dae74b8825b10c1d86040682952

Aliases

arxiv: 1912.04265 · arxiv_version: 1912.04265v3 · doi: 10.48550/arxiv.1912.04265 · pith_short_12: IU4R5VRHT5SI · pith_short_16: IU4R5VRHT5SIPJI6 · pith_short_8: IU4R5VRH

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/IU4R5VRHT5SIPJI6M77YUZ3AAQ \
  | 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: 45391ed6279f6487a51e67ff8a67600436e78dae74b8825b10c1d86040682952

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f53d676c258733ec392749f2ef22a8d8dedf67b8f57bf7bacd0420866025f725",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-09T18:57:41Z",
    "title_canon_sha256": "d999b549240f036e7d3e8d17376fed312b4a6c782395719e5054ef6563430e8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.04265",
    "kind": "arxiv",
    "version": 3
  }
}