Pith Number

pith:R3J2IJER

pith:2024:R3J2IJERJSE7TUVGY2GCYV2XSS

not attested not anchored not stored refs pending

Reliable Learning of Halfspaces under Gaussian Marginals

Ilias Diakonikolas, Lisheng Ren, Nikos Zarifis

arxiv:2411.11238 v1 · 2024-11-18 · 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{R3J2IJERJSE7TUVGY2GCYV2XSS}

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	2026-07-05T09:36:53.331525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ed3a424914c89f9d2a6c68c2c5757949fcdfcacb9f618be0d71dcadb8956bf4

Aliases

arxiv: 2411.11238 · arxiv_version: 2411.11238v1 · doi: 10.48550/arxiv.2411.11238 · pith_short_12: R3J2IJERJSE7 · pith_short_16: R3J2IJERJSE7TUVG · pith_short_8: R3J2IJER

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/R3J2IJERJSE7TUVGY2GCYV2XSS \
  | 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: 8ed3a424914c89f9d2a6c68c2c5757949fcdfcacb9f618be0d71dcadb8956bf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a3ab8ee3031e01c2803d33caf81d2d6e37ea703ab2fa52a1cc07d4417053e3d",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T02:13:11Z",
    "title_canon_sha256": "dd35439916f277bf3efe866ba1527de11cc98280576dfcc9c610ee5f495abad2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11238",
    "kind": "arxiv",
    "version": 1
  }
}