Pith Number

pith:CKFURUSX

pith:2023:CKFURUSX2ZB4UPAEEAZ2B3XVHA

not attested not anchored not stored refs pending

Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise

Daniel M. Kane, Ilias Diakonikolas, Jelena Diakonikolas, Nikos Zarifis, Puqian Wang

arxiv:2306.16352 v1 · 2023-06-28 · cs.LG · cs.DS · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKFURUSX2ZB4UPAEEAZ2B3XVHA}

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	2026-07-05T06:25:55.185070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

128b48d257d643ca3c042033a0eef538022cfa04f0ecf01daad1b2dfe1c89f91

Aliases

arxiv: 2306.16352 · arxiv_version: 2306.16352v1 · doi: 10.48550/arxiv.2306.16352 · pith_short_12: CKFURUSX2ZB4 · pith_short_16: CKFURUSX2ZB4UPAE · pith_short_8: CKFURUSX

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/CKFURUSX2ZB4UPAEEAZ2B3XVHA \
  | 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: 128b48d257d643ca3c042033a0eef538022cfa04f0ecf01daad1b2dfe1c89f91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1271fdc7d24695a42e4cb40b61bba1ea70cad180fa63372932cf08218730a1e1",
    "cross_cats_sorted": [
      "cs.DS",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-28T16:33:39Z",
    "title_canon_sha256": "7d27f8f3c1e925fb480c4ffafeb8144f9e28f25ba8ef59920aef28e353e814f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16352",
    "kind": "arxiv",
    "version": 1
  }
}