Pith Number

pith:PEXQE5M4

pith:2024:PEXQE5M4ZC3O3G5JWN3CHTF2XM

not attested not anchored not stored refs pending

Efficient Testable Learning of General Halfspaces with Adversarial Label Noise

Daniel M. Kane, Ilias Diakonikolas, Nikos Zarifis, Sihan Liu

arxiv:2408.17165 v1 · 2024-08-30 · cs.LG · cs.DS · 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{PEXQE5M4ZC3O3G5JWN3CHTF2XM}

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.

Receipt and verification

First computed	2026-07-05T09:01:11.682920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

792f02759cc8b6ed9ba9b37623ccbabb28b81398d8ffcc46bc46363ae172a70a

Aliases

arxiv: 2408.17165 · arxiv_version: 2408.17165v1 · doi: 10.48550/arxiv.2408.17165 · pith_short_12: PEXQE5M4ZC3O · pith_short_16: PEXQE5M4ZC3O3G5J · pith_short_8: PEXQE5M4

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/PEXQE5M4ZC3O3G5JWN3CHTF2XM \
  | 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: 792f02759cc8b6ed9ba9b37623ccbabb28b81398d8ffcc46bc46363ae172a70a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "449240f4c64807c3c14f60511ff0b1925a1006743610c8c96b9b506abea08588",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-30T10:08:21Z",
    "title_canon_sha256": "b22f3ca7b1bd7f1a187e7eeed056a08582c65a1b1caf6e84ae0fe5efe147c9d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.17165",
    "kind": "arxiv",
    "version": 1
  }
}