Pith Number

pith:LYEH463K

pith:2015:LYEH463KJXSGUDRBEHHQMQTOAC

not attested not anchored not stored refs pending

Dropout Training for SVMs with Data Augmentation

Jianfei Chen, Jun Zhu, Ning Chen, Ting Chen

arxiv:1508.02268 v1 · 2015-08-10 · 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{LYEH463KJXSGUDRBEHHQMQTOAC}

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	2026-05-18T01:35:33.688238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e087e7b6a4de46a0e2121cf06426e00a761663fa022eb1f6755c590ef7d49b2

Aliases

arxiv: 1508.02268 · arxiv_version: 1508.02268v1 · doi: 10.48550/arxiv.1508.02268 · pith_short_12: LYEH463KJXSG · pith_short_16: LYEH463KJXSGUDRB · pith_short_8: LYEH463K

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/LYEH463KJXSGUDRBEHHQMQTOAC \
  | 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: 5e087e7b6a4de46a0e2121cf06426e00a761663fa022eb1f6755c590ef7d49b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c80107aa9a7eff2953e2e7a695c1e2f3153b8a8b5dcd911f22083fab8edff336",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-08-10T14:57:30Z",
    "title_canon_sha256": "5edb5745a007352aefb11654a703184af9f9cb3f3fba2b728488cd757fb7f873"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1508.02268",
    "kind": "arxiv",
    "version": 1
  }
}