Pith Number

pith:BZRNOALT

pith:2019:BZRNOALTHWD25NAZSRAJYBF4TC

not attested not anchored not stored refs pending

Generalized Learning with Rejection for Classification and Regression Problems

Amina Asif, Fayyaz ul Amir Afsar Minhas

arxiv:1911.00896 v1 · 2019-11-03 · 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{BZRNOALTHWD25NAZSRAJYBF4TC}

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	2026-07-05T00:16:43.728989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e62d701733d87aeb41994409c04bc989c82529634264a96667e3d3595f46ffa

Aliases

arxiv: 1911.00896 · arxiv_version: 1911.00896v1 · doi: 10.48550/arxiv.1911.00896 · pith_short_12: BZRNOALTHWD2 · pith_short_16: BZRNOALTHWD25NAZ · pith_short_8: BZRNOALT

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/BZRNOALTHWD25NAZSRAJYBF4TC \
  | 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: 0e62d701733d87aeb41994409c04bc989c82529634264a96667e3d3595f46ffa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93763f30c4a5a80108a9e4303c424093271cbce81a1f5257e29775889e81ccca",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-03T14:21:04Z",
    "title_canon_sha256": "5c9b7c43c39b05e9af5732309d95e5de8345c28bd09c1e4520bc745245c79620"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.00896",
    "kind": "arxiv",
    "version": 1
  }
}