Pith Number

pith:MVG7FGKW

pith:2018:MVG7FGKWLORP4EDRTJ7DNXE4TE

not attested not anchored not stored refs pending

A Continuous-Time View of Early Stopping for Least Squares

Alnur Ali, J. Zico Kolter, Ryan J. Tibshirani

arxiv:1810.10082 v4 · 2018-10-23 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

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

The Statistical Cost of Adaptation in Multi-Source Transfer Learning

Receipt and verification

First computed	2026-05-17T23:52:51.785978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

654df299565ba2fe10719a7e36dc9c99071b951296d73e77a7deeda185dca3d5

Aliases

arxiv: 1810.10082 · arxiv_version: 1810.10082v4 · doi: 10.48550/arxiv.1810.10082 · pith_short_12: MVG7FGKWLORP · pith_short_16: MVG7FGKWLORP4EDR · pith_short_8: MVG7FGKW

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/MVG7FGKWLORP4EDRTJ7DNXE4TE \
  | 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: 654df299565ba2fe10719a7e36dc9c99071b951296d73e77a7deeda185dca3d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae12014fc671f1636df320553c2d8b62f188db7db30780226f8ac4af7a2021c2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-10-23T20:44:16Z",
    "title_canon_sha256": "969abb4f73b55b9d5bb74735bb1901a5350bf719599d21d69f409b5c53988f22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.10082",
    "kind": "arxiv",
    "version": 4
  }
}