Pith Number

pith:24WCENLJ

pith:2017:24WCENLJQDGCJURJEVF6PEMESC

not attested not anchored not stored refs pending

Deep linear neural networks with arbitrary loss: All local minima are global

James von Brecht, Thomas Laurent

arxiv:1712.01473 v2 · 2017-12-05 · cs.LG · 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{24WCENLJQDGCJURJEVF6PEMESC}

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	2026-05-18T00:10:03.485157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d72c22356980cc24d229254be79184909aba99c1c40ff75c4b05e55d8b9f769c

Aliases

arxiv: 1712.01473 · arxiv_version: 1712.01473v2 · doi: 10.48550/arxiv.1712.01473 · pith_short_12: 24WCENLJQDGC · pith_short_16: 24WCENLJQDGCJURJ · pith_short_8: 24WCENLJ

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/24WCENLJQDGCJURJEVF6PEMESC \
  | 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: d72c22356980cc24d229254be79184909aba99c1c40ff75c4b05e55d8b9f769c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b35ee08d86eee9682724f2ee3d3af4449474b4bce25f6164bdc2e22f908b602",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-05T04:12:09Z",
    "title_canon_sha256": "61e44700ca6287132133b8c2d731d7933a1939400258ae84618859383aecf080"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.01473",
    "kind": "arxiv",
    "version": 2
  }
}