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Pith Number

pith:QZ5VRHSZ

pith:2016:QZ5VRHSZNTC5HOQHE3IG5R3VBJ
not attested not anchored not stored refs pending

A new analytical approach to consistency and overfitting in regularized empirical risk minimization

Nicolas Garcia Trillos, Ryan Murray

arxiv:1607.00274 v1 · 2016-07-01 · math.ST · stat.ML · stat.TH

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QZ5VRHSZNTC5HOQHE3IG5R3VBJ}

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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 2026-05-18T01:11:37.782137Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

867b589e596cc5d3ba0726d06ec7750a647e3ef2f6aa64905c9cb528a4b88ca6

Aliases

arxiv: 1607.00274 · arxiv_version: 1607.00274v1 · doi: 10.48550/arxiv.1607.00274 · pith_short_12: QZ5VRHSZNTC5 · pith_short_16: QZ5VRHSZNTC5HOQH · pith_short_8: QZ5VRHSZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QZ5VRHSZNTC5HOQHE3IG5R3VBJ \
  | 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: 867b589e596cc5d3ba0726d06ec7750a647e3ef2f6aa64905c9cb528a4b88ca6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "20cb82f202d3dea7521748dd06356b9e20ed1aaf490bed0a7ed8bec744340c3d",
    "cross_cats_sorted": [
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2016-07-01T15:03:05Z",
    "title_canon_sha256": "7cf2e3c49e15650bc32f5ef07c05b62706fd1b9cda9001a269eaf0e0ac793f74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1607.00274",
    "kind": "arxiv",
    "version": 1
  }
}