Pith Number

pith:SZLZFQUW

pith:2024:SZLZFQUWGOQDPXLV4COOSXQWIG

not attested not anchored not stored refs pending

Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation

Amartya Sanyal, Bernhard Sch\"olkopf, Yaodong Yu, Yaxi Hu, Yian Ma, Yixin Wang

arxiv:2406.19049 v1 · 2024-06-27 · cs.LG · cs.AI · 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{SZLZFQUWGOQDPXLV4COOSXQWIG}

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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

Consensus-Driven Active Model Selection

Receipt and verification

First computed	2026-07-05T08:37:29.474246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

965792c29633a037dd75e09ce95e1641a8928b9b9315015df2f872a063cc552a

Aliases

arxiv: 2406.19049 · arxiv_version: 2406.19049v1 · doi: 10.48550/arxiv.2406.19049 · pith_short_12: SZLZFQUWGOQD · pith_short_16: SZLZFQUWGOQDPXLV · pith_short_8: SZLZFQUW

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/SZLZFQUWGOQDPXLV4COOSXQWIG \
  | 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: 965792c29633a037dd75e09ce95e1641a8928b9b9315015df2f872a063cc552a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ae8dc8feff3c1d47e77b9b08b08b6704839a602fe1786d0c4a4a23357db6960",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-27T09:57:31Z",
    "title_canon_sha256": "742c4ce2167edd7f7e818b74f0a118894fa7346197237874283a9f1479c6c028"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19049",
    "kind": "arxiv",
    "version": 1
  }
}