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Pith Number

pith:QASFNBHR

pith:2018:QASFNBHRP4RLJT4H3HJ5VKNC6L
not attested not anchored not stored refs pending

Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex

Hongyang Zhang, Junru Shao, Ruslan Salakhutdinov

arxiv:1806.01845 v2 · 2018-06-06 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{QASFNBHRP4RLJT4H3HJ5VKNC6L}

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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 2026-05-18T00:07:24.100007Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

80245684f17f22b4cf87d9d3daa9a2f2c040e06d07243c1b37df949e0f9c8e41

Aliases

arxiv: 1806.01845 · arxiv_version: 1806.01845v2 · doi: 10.48550/arxiv.1806.01845 · pith_short_12: QASFNBHRP4RL · pith_short_16: QASFNBHRP4RLJT4H · pith_short_8: QASFNBHR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QASFNBHRP4RLJT4H3HJ5VKNC6L \
  | 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: 80245684f17f22b4cf87d9d3daa9a2f2c040e06d07243c1b37df949e0f9c8e41
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f83534e0cb5cd46c476bb240c2ffa11ce7dd3b9e343693d09c7eb76126397c18",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-06T14:16:36Z",
    "title_canon_sha256": "0cf6d512f2b27c54cfb3da50851f3f8682a07c0f71bb853c5fc40715c3b6dc7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01845",
    "kind": "arxiv",
    "version": 2
  }
}