Pith Number

pith:YSF2PAJ6

pith:2018:YSF2PAJ6DMYZBA6EQDJ647P535

not attested not anchored not stored refs pending

Adversarial Training Versus Weight Decay

Angus Galloway, Graham W. Taylor, Thomas Tanay

arxiv:1804.03308 v3 · 2018-04-10 · 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{YSF2PAJ6DMYZBA6EQDJ647P535}

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	2026-05-18T00:10:10.352159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c48ba7813e1b319083c480d3ee7dfddf563f2c7235128d9a98949bfb7f74546d

Aliases

arxiv: 1804.03308 · arxiv_version: 1804.03308v3 · doi: 10.48550/arxiv.1804.03308 · pith_short_12: YSF2PAJ6DMYZ · pith_short_16: YSF2PAJ6DMYZBA6E · pith_short_8: YSF2PAJ6

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/YSF2PAJ6DMYZBA6EQDJ647P535 \
  | 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: c48ba7813e1b319083c480d3ee7dfddf563f2c7235128d9a98949bfb7f74546d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9a882f6a9509e2b82388e96ccac0c0d6a971a9e02f08785ecc328b93ec69efe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-10T01:57:39Z",
    "title_canon_sha256": "60bc77f884f52bedd7acc0d8f6c9fa6668e972e56d91ea6fa8b8c316a76e749a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.03308",
    "kind": "arxiv",
    "version": 3
  }
}