Pith Number

pith:5WAYP3FG

pith:2019:5WAYP3FG35GNK2C7U7UIOL6SFA

not attested not anchored not stored refs pending

Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradient Descent with Uniform Regularization and Batch Normalization

Dongrui Wu, Jian Huang, Yuqi Cui

arxiv:1908.00636 v3 · 2019-08-01 · 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{5WAYP3FG35GNK2C7U7UIOL6SFA}

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	2026-07-05T01:56:40.046323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed8187eca6df4cd5685fa7e8872fd228101a351c60ac28c3e73a124caa3e0149

Aliases

arxiv: 1908.00636 · arxiv_version: 1908.00636v3 · doi: 10.48550/arxiv.1908.00636 · pith_short_12: 5WAYP3FG35GN · pith_short_16: 5WAYP3FG35GNK2C7 · pith_short_8: 5WAYP3FG

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/5WAYP3FG35GNK2C7U7UIOL6SFA \
  | 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: ed8187eca6df4cd5685fa7e8872fd228101a351c60ac28c3e73a124caa3e0149

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "430d575cfd6dfd56222f048fd23b1033280dea769d734d96233e59f6a3b8e3fa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-01T21:28:46Z",
    "title_canon_sha256": "b0f0911d76e50d13fb12f097e5ae5f82ab11d21a32cb78a97033dda42301e1aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.00636",
    "kind": "arxiv",
    "version": 3
  }
}