Pith Number

pith:ADYLCLIW

pith:2024:ADYLCLIWN7OTZ26XK2HVDWZJNF

not attested not anchored not stored refs pending

BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges

Hoyong Choi, Hye Won Chung, Nohyun Ki

arxiv:2406.03057 v1 · 2024-06-05 · 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{ADYLCLIWN7OTZ26XK2HVDWZJNF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty

Receipt and verification

First computed	2026-07-05T08:27:50.751765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00f0b12d166fdd3cebd7568f51db29697a58303c95ad3a2b8bbddef867806b10

Aliases

arxiv: 2406.03057 · arxiv_version: 2406.03057v1 · doi: 10.48550/arxiv.2406.03057 · pith_short_12: ADYLCLIWN7OT · pith_short_16: ADYLCLIWN7OTZ26X · pith_short_8: ADYLCLIW

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/ADYLCLIWN7OTZ26XK2HVDWZJNF \
  | 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: 00f0b12d166fdd3cebd7568f51db29697a58303c95ad3a2b8bbddef867806b10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d09551d0c75ce04fb712058d22c5a8bc3c49605778d12284b98b5c1794decfa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T08:33:09Z",
    "title_canon_sha256": "aa5bcea4125947e2b4750b71e353a29b10c2fcb33297b7e14e9c431dce5e02c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03057",
    "kind": "arxiv",
    "version": 1
  }
}