Pith Number

pith:EVVHXGCW

pith:2019:EVVHXGCWPW5DYA5RWZJY6MUSSD

not attested not anchored not stored refs pending

Optimizing Shallow Networks for Binary Classification

George V. Moustakides, Kalliopi Basioti

arxiv:1905.10161 v2 · 2019-05-24 · cs.LG · cs.CV · 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{EVVHXGCWPW5DYA5RWZJY6MUSSD}

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	2026-05-17T23:42:41.566130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

256a7b98567dba3c03b1b6538f329290d5838d9161da3ddd00dae554d362aa92

Aliases

arxiv: 1905.10161 · arxiv_version: 1905.10161v2 · doi: 10.48550/arxiv.1905.10161 · pith_short_12: EVVHXGCWPW5D · pith_short_16: EVVHXGCWPW5DYA5R · pith_short_8: EVVHXGCW

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/EVVHXGCWPW5DYA5RWZJY6MUSSD \
  | 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: 256a7b98567dba3c03b1b6538f329290d5838d9161da3ddd00dae554d362aa92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e47cca808a97b5ecf85b093e40a381106fe0d8cb46794882eeb3715768fb57f5",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T11:40:24Z",
    "title_canon_sha256": "7ec7680181e816fbc5cc00e9d9b9aaa32d65ececbd56e7660cb7c7858eafbf66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10161",
    "kind": "arxiv",
    "version": 2
  }
}