Pith Number

pith:3RF2KXXI

pith:2017:3RF2KXXIDDLJFVOPY2G25AY2XH

not attested not anchored not stored refs pending

Gradient descent GAN optimization is locally stable

J. Zico Kolter, Vaishnavh Nagarajan

arxiv:1706.04156 v3 · 2017-06-13 · cs.LG · cs.AI · math.OC · 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{3RF2KXXIDDLJFVOPY2G25AY2XH}

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.

Cited by

1 paper in Pith

Nested Annealed Training Scheme for Generative Adversarial Networks

Receipt and verification

First computed	2026-05-18T00:26:08.003668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc4ba55ee818d692d5cfc68dae831ab9dd83a9d9bab67928739c85131eae7172

Aliases

arxiv: 1706.04156 · arxiv_version: 1706.04156v3 · doi: 10.48550/arxiv.1706.04156 · pith_short_12: 3RF2KXXIDDLJ · pith_short_16: 3RF2KXXIDDLJFVOP · pith_short_8: 3RF2KXXI

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/3RF2KXXIDDLJFVOPY2G25AY2XH \
  | 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: dc4ba55ee818d692d5cfc68dae831ab9dd83a9d9bab67928739c85131eae7172

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93d0a01c518de6bda1bdc41063ff53bae337e01c1a4479ced7144f9000ca44a9",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-13T16:49:13Z",
    "title_canon_sha256": "8c49236a9028e18012c2bf511466cb60bb9a3944c7f4b6a97d0def007897e868"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.04156",
    "kind": "arxiv",
    "version": 3
  }
}