Pith Number

pith:FDWMD2BY

pith:2023:FDWMD2BYV4LW7VUZIW6FSLRWVH

not attested not anchored not stored refs pending

PAC Learning Linear Thresholds from Label Proportions

Anand Brahmbhatt, Aravindan Raghuveer, Rishi Saket

arxiv:2310.10098 v1 · 2023-10-16 · cs.LG · 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{FDWMD2BYV4LW7VUZIW6FSLRWVH}

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	2026-07-05T07:01:15.284386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28ecc1e838af176fd69945bc592e36a9d3dec87285edc45bf893b7262a0acd7b

Aliases

arxiv: 2310.10098 · arxiv_version: 2310.10098v1 · doi: 10.48550/arxiv.2310.10098 · pith_short_12: FDWMD2BYV4LW · pith_short_16: FDWMD2BYV4LW7VUZ · pith_short_8: FDWMD2BY

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/FDWMD2BYV4LW7VUZIW6FSLRWVH \
  | 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: 28ecc1e838af176fd69945bc592e36a9d3dec87285edc45bf893b7262a0acd7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cb2a7df35e0f48b0493faf9c1a8baa9136693e3e2e0af7ef35dc1e255d2fb65",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-16T05:59:34Z",
    "title_canon_sha256": "dd73c583458ae6bba309cb5317ae245802a260c73ab925b0d485231a23fb25e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10098",
    "kind": "arxiv",
    "version": 1
  }
}