Pith Number

pith:FK2S4UFJ

pith:2024:FK2S4UFJBBLU6YLNVXKEESW22A

not attested not anchored not stored refs pending

Calibrated Dataset Condensation for Faster Hyperparameter Search

Brian Gravelle, Furong Huang, Mucong Ding, Tahseen Rabbani, Tai-Ching Tuan, Teresa Ranadive, Xiaoyu Liu, Yuancheng Xu

arxiv:2405.17535 v1 · 2024-05-27 · 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{FK2S4UFJBBLU6YLNVXKEESW22A}

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

DIVER:Diving Deeper into Distilled Data via Expressive Semantic Recovery

Receipt and verification

First computed	2026-07-05T08:24:08.210935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ab52e50a908574f616dadd4424adad0339d7e4899e48d0a86494f85aef9cc8e

Aliases

arxiv: 2405.17535 · arxiv_version: 2405.17535v1 · doi: 10.48550/arxiv.2405.17535 · pith_short_12: FK2S4UFJBBLU · pith_short_16: FK2S4UFJBBLU6YLN · pith_short_8: FK2S4UFJ

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/FK2S4UFJBBLU6YLNVXKEESW22A \
  | 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: 2ab52e50a908574f616dadd4424adad0339d7e4899e48d0a86494f85aef9cc8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abb5c5f09c4f958a87577254f22e46a1af6378a9d420dac17d0033f92f15f62e",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T17:55:01Z",
    "title_canon_sha256": "6908a1348a211a185a11b861557702d968080024e4cbc075ab765d58275171c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17535",
    "kind": "arxiv",
    "version": 1
  }
}