Pith Number

pith:KEDIWSHK

pith:2017:KEDIWSHKBWJTURPS6BHH4JA2RN

not attested not anchored not stored refs pending

Global optimality conditions for deep neural networks

Ali Jadbabaie, Chulhee Yun, Suvrit Sra

arxiv:1707.02444 v3 · 2017-07-08 · cs.LG · 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{KEDIWSHKBWJTURPS6BHH4JA2RN}

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	2026-05-18T00:20:17.044183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51068b48ea0d933a45f2f04e7e241a8b7b744456963585b393c01249c167c83c

Aliases

arxiv: 1707.02444 · arxiv_version: 1707.02444v3 · doi: 10.48550/arxiv.1707.02444 · pith_short_12: KEDIWSHKBWJT · pith_short_16: KEDIWSHKBWJTURPS · pith_short_8: KEDIWSHK

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/KEDIWSHKBWJTURPS6BHH4JA2RN \
  | 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: 51068b48ea0d933a45f2f04e7e241a8b7b744456963585b393c01249c167c83c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8977b7243778235e25db8fc4d72a0ccdf97e08d22f2ce266af791e08a9c03816",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-07-08T14:04:37Z",
    "title_canon_sha256": "12382dfa310606d5872b3c761e7fd0907f553b25030cb0d752bf33404af92b07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.02444",
    "kind": "arxiv",
    "version": 3
  }
}