Pith Number

pith:L4WZLHYX

pith:2016:L4WZLHYX3WKXRWQEU64WJWCFHU

not attested not anchored not stored refs pending

Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization

Alexander G. Ororbia II, C. Lee Giles, Daniel Kifer

arxiv:1601.07213 v3 · 2016-01-26 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L4WZLHYX3WKXRWQEU64WJWCFHU}

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	2026-05-18T01:10:18.124907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f2d959f17dd9578da04a7b964d8453d3fdd5b94e5d7c082c9c664273d528895

Aliases

arxiv: 1601.07213 · arxiv_version: 1601.07213v3 · doi: 10.48550/arxiv.1601.07213 · pith_short_12: L4WZLHYX3WKX · pith_short_16: L4WZLHYX3WKXRWQE · pith_short_8: L4WZLHYX

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/L4WZLHYX3WKXRWQEU64WJWCFHU \
  | 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: 5f2d959f17dd9578da04a7b964d8453d3fdd5b94e5d7c082c9c664273d528895

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69a53e8785af7c3aaf926fb4b34af6615c85c8f043487e677e1ffac0717a9a88",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-01-26T22:41:13Z",
    "title_canon_sha256": "c1f84e0c46eb80b2235f6acb7c25b9f7b9d179cb946c28aa1e1b2cd867cd74b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1601.07213",
    "kind": "arxiv",
    "version": 3
  }
}