Pith Number

pith:KX54OV3C

pith:2024:KX54OV3CUD2563IC7DBNUMC4N3

not attested not anchored not stored refs pending

Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond

David Saulpic, David Woodruff, Kyriakos Axiotis, Michael Wunder, Monika Henzinger, Sammy Jerome, Vahab Mirrokni, Vincent Cohen-Addad

arxiv:2402.17327 v1 · 2024-02-27 · cs.LG · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KX54OV3CUD2563IC7DBNUMC4N3}

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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

2 papers in Pith

Scenario Generation for Testing of Autonomous Driving Systems Using Real-World Failure Records

ASSS: A Differentiable Adversarial Framework for Task-Aware Data Reduction

Receipt and verification

First computed	2026-07-05T07:49:45.457144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55fbc75762a0f5df6d02f8c2da305c6ed2044ff5cab660f69bf65543e6e69439

Aliases

arxiv: 2402.17327 · arxiv_version: 2402.17327v1 · doi: 10.48550/arxiv.2402.17327 · pith_short_12: KX54OV3CUD25 · pith_short_16: KX54OV3CUD2563IC · pith_short_8: KX54OV3C

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/KX54OV3CUD2563IC7DBNUMC4N3 \
  | 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: 55fbc75762a0f5df6d02f8c2da305c6ed2044ff5cab660f69bf65543e6e69439

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4ebc087157faf4859e15ee4316332029fa9d1b8a7862359c42b44a533a2e0e2",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-27T09:03:43Z",
    "title_canon_sha256": "8eb56bcfec1b177958d65e50d0a31256b98902764c058c7d2b2c8dd05d96c9e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17327",
    "kind": "arxiv",
    "version": 1
  }
}