Pith Number

pith:EMVBLB42

pith:2017:EMVBLB42BVKOCTXZ2NOAGVGWLN

not attested not anchored not stored refs pending

Data-dependent Generalization Bounds for Multi-class Classification

Ding-Xuan Zhou, Marius Kloft, Urun Dogan, Yunwen Lei

arxiv:1706.09814 v2 · 2017-06-29 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EMVBLB42BVKOCTXZ2NOAGVGWLN}

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	2026-05-18T00:27:04.613627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

232a15879a0d54e14ef9d35c0354d65b44b9479cb73107b4b3e78a2a2f691c20

Aliases

arxiv: 1706.09814 · arxiv_version: 1706.09814v2 · doi: 10.48550/arxiv.1706.09814 · pith_short_12: EMVBLB42BVKO · pith_short_16: EMVBLB42BVKOCTXZ · pith_short_8: EMVBLB42

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/EMVBLB42BVKOCTXZ2NOAGVGWLN \
  | 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: 232a15879a0d54e14ef9d35c0354d65b44b9479cb73107b4b3e78a2a2f691c20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54e8c9811561e350371d315992572c243a8f90adef22c4f98cfdc9874d7d7215",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-29T15:41:25Z",
    "title_canon_sha256": "474bb61beef595aef57821ee77efa5e9ce5cdcd05221cbee9855b24f3d06ad76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.09814",
    "kind": "arxiv",
    "version": 2
  }
}