Pith Number

pith:5ZF3NHII

pith:2023:5ZF3NHII7234OXTAUTD4TINTNZ

not attested not anchored not stored refs pending

Typical and atypical solutions in non-convex neural networks with discrete and continuous weights

Carlo Baldassi, Enrico M. Malatesta, Gabriele Perugini, Riccardo Zecchina

arxiv:2304.13871 v2 · 2023-04-26 · cond-mat.dis-nn · cs.LG · math.PR · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5ZF3NHII7234OXTAUTD4TINTNZ}

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.

Cited by

1 paper in Pith

Shortcomings and capacities of real-constrained neural networks in complex spaces

Receipt and verification

First computed	2026-07-05T06:33:45.309003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee4bb69d08feb7c75e60a4c7c9a1b36e7824e237348db78a687d2eb14f82567b

Aliases

arxiv: 2304.13871 · arxiv_version: 2304.13871v2 · doi: 10.48550/arxiv.2304.13871 · pith_short_12: 5ZF3NHII7234 · pith_short_16: 5ZF3NHII7234OXTA · pith_short_8: 5ZF3NHII

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/5ZF3NHII7234OXTAUTD4TINTNZ \
  | 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: ee4bb69d08feb7c75e60a4c7c9a1b36e7824e237348db78a687d2eb14f82567b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c07c041e0ec4fc322ac8b190c35aeb2fd2de9e99903ed21243203f6c1d3994a",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2023-04-26T23:34:40Z",
    "title_canon_sha256": "3e7ffb566e07d2feae4e6bd165b7994e0d588fbb49d8a167abd31f8a39c8a493"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.13871",
    "kind": "arxiv",
    "version": 2
  }
}