Pith Number

pith:K7XYWQ7I

pith:2024:K7XYWQ7IL3WTFHR2Z6SWKPSPB3

not attested not anchored not stored refs pending

Diversified Batch Selection for Training Acceleration

Feng Hong, Ivor W. Tsang, Jiangchao Yao, Yanfeng Wang, Ya Zhang, Yueming Lyu

arxiv:2406.04872 v1 · 2024-06-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K7XYWQ7IL3WTFHR2Z6SWKPSPB3}

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

SLAP: Stratified Loss-based Pruning for On-Policy Data-Efficient Instruction Tuning

Receipt and verification

First computed	2026-07-05T08:28:50.302528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57ef8b43e85eed329e3acfa5653e4f0ed17b1a2f3c897ff779d7543cf3667d1f

Aliases

arxiv: 2406.04872 · arxiv_version: 2406.04872v1 · doi: 10.48550/arxiv.2406.04872 · pith_short_12: K7XYWQ7IL3WT · pith_short_16: K7XYWQ7IL3WTFHR2 · pith_short_8: K7XYWQ7I

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/K7XYWQ7IL3WTFHR2Z6SWKPSPB3 \
  | 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: 57ef8b43e85eed329e3acfa5653e4f0ed17b1a2f3c897ff779d7543cf3667d1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78bbd1f75201af2d32156200a652a7e732f7f1c6b60112e1a152f641a2f721a6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T12:12:20Z",
    "title_canon_sha256": "26cac7ebb62a248bc4cbd4b272a6358fc6c69ff67030e849a373b313cce1b478"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04872",
    "kind": "arxiv",
    "version": 1
  }
}