Pith Number

pith:2IGUJUKV

pith:2019:2IGUJUKVXWSDMDYBVRBFCMDKTV

not attested not anchored not stored refs pending

Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds

Hisham Husain, Richard Nock, Robert C. Williamson

arxiv:1902.00985 v2 · 2019-02-03 · stat.ML · 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{2IGUJUKVXWSDMDYBVRBFCMDKTV}

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	2026-05-17T23:47:43.839720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d20d44d155bda4360f01ac4251306a9d51c245aeb39d70880d2da315ef57386e

Aliases

arxiv: 1902.00985 · arxiv_version: 1902.00985v2 · doi: 10.48550/arxiv.1902.00985 · pith_short_12: 2IGUJUKVXWSD · pith_short_16: 2IGUJUKVXWSDMDYB · pith_short_8: 2IGUJUKV

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/2IGUJUKVXWSDMDYBVRBFCMDKTV \
  | 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: d20d44d155bda4360f01ac4251306a9d51c245aeb39d70880d2da315ef57386e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c55ae8fe70fce0fdc8c4fa971102e19f2158f2c7e7f29833de488f87e1dd16d8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-02-03T22:56:18Z",
    "title_canon_sha256": "016225d5115631cb4e650eb4be403506c95aee2725276c409c75a2453d05b624"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.00985",
    "kind": "arxiv",
    "version": 2
  }
}