Pith Number

pith:ICRBKMPO

pith:2017:ICRBKMPO55W7CXYDWXJN6WI3MC

not attested not anchored not stored refs pending

On the Limitations of First-Order Approximation in GAN Dynamics

Aleksander Madry, Jerry Li, John Peebles, Ludwig Schmidt

arxiv:1706.09884 v2 · 2017-06-29 · cs.LG · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ICRBKMPO55W7CXYDWXJN6WI3MC}

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	2026-05-18T00:14:22.499876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40a21531eeef6df15f03b5d2df591b60a7af45a735ce3014671ea8a40d54ab42

Aliases

arxiv: 1706.09884 · arxiv_version: 1706.09884v2 · doi: 10.48550/arxiv.1706.09884 · pith_short_12: ICRBKMPO55W7 · pith_short_16: ICRBKMPO55W7CXYD · pith_short_8: ICRBKMPO

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/ICRBKMPO55W7CXYDWXJN6WI3MC \
  | 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: 40a21531eeef6df15f03b5d2df591b60a7af45a735ce3014671ea8a40d54ab42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ddc1e4c65fb1d0a10fa718197c957194685af9d6d83a67dc0655efa6d536a5b",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-29T17:52:44Z",
    "title_canon_sha256": "12b0378e4a3a789bdeea56af6ace0e451a71dbb06fa9780d04f85a1b74028a32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.09884",
    "kind": "arxiv",
    "version": 2
  }
}