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Pith Number

pith:WPVNMEFT

pith:2018:WPVNMEFTDPJETDWWT7SCFXHWNO
not attested not anchored not stored refs pending

Depth with Nonlinearity Creates No Bad Local Minima in ResNets

Kenji Kawaguchi, Yoshua Bengio

arxiv:1810.09038 v3 · 2018-10-21 · stat.ML · cs.AI · cs.LG · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WPVNMEFTDPJETDWWT7SCFXHWNO}

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 2026-05-17T23:41:12.784736Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b3ead610b31bd2498ed69fe422dcf66ba98090d724c7a66b6713cb325649abf1

Aliases

arxiv: 1810.09038 · arxiv_version: 1810.09038v3 · doi: 10.48550/arxiv.1810.09038 · pith_short_12: WPVNMEFTDPJE · pith_short_16: WPVNMEFTDPJETDWW · pith_short_8: WPVNMEFT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WPVNMEFTDPJETDWWT7SCFXHWNO \
  | 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: b3ead610b31bd2498ed69fe422dcf66ba98090d724c7a66b6713cb325649abf1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "582239beefc21b1d6c8baa7c8ade820018aaabb51961457e916fabfc2dfbc630",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-10-21T22:38:32Z",
    "title_canon_sha256": "a997a6eb344df230478b6d1b0eae638e8ddf6f064a248d638f7aad94f5b1d5a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.09038",
    "kind": "arxiv",
    "version": 3
  }
}