Pith Number

pith:ARJWK2WF

pith:2022:ARJWK2WFIW5VDFHF3X5VGPWXPM

not attested not anchored not stored refs pending

AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning

Aakriti, Alexandre V. Evfimievski, Ganesh Ramakrishnan, Guttu Sai Abhishek, Krishnateja Killamsetty, Lucian Popa, Rishabh Iyer

arxiv:2203.08212 v1 · 2022-03-15 · 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{ARJWK2WFIW5VDFHF3X5VGPWXPM}

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

InSQuAD: In-Context Learning for Efficient Retrieval via Submodular Mutual Information to Enforce Quality and Diversity

Receipt and verification

First computed	2026-07-05T04:05:41.052515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0453656ac545bb5194e5ddfb533ed77b0429537a4bf9d1fb6c376fc68361e4f8

Aliases

arxiv: 2203.08212 · arxiv_version: 2203.08212v1 · doi: 10.48550/arxiv.2203.08212 · pith_short_12: ARJWK2WFIW5V · pith_short_16: ARJWK2WFIW5VDFHF · pith_short_8: ARJWK2WF

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/ARJWK2WFIW5VDFHF3X5VGPWXPM \
  | 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: 0453656ac545bb5194e5ddfb533ed77b0429537a4bf9d1fb6c376fc68361e4f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e182fdb4ff2ea072400753da5112328842fff84ed1f2c451b0d7c1ba63c133f1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-15T19:25:01Z",
    "title_canon_sha256": "b9e49653ba3d57cc4ef15008a57a3d7fdb65cf4d7622811337323e98ea30fc70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.08212",
    "kind": "arxiv",
    "version": 1
  }
}