Pith. sign in
Pith Number

pith:JMILELZ4

pith:2026:JMILELZ4EZK6HPGVZMVBE2PNJD
not attested not anchored not stored refs pending

On the robustness of noisy solutions in non-convex neural networks

Alessandra Passalacqua, Enrico M. Malatesta, Riccardo Zecchina

arxiv:2607.27000 v1 · 2026-07-29 · cond-mat.dis-nn · cs.LG · math.PR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JMILELZ4EZK6HPGVZMVBE2PNJD}

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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 2026-07-30T01:23:17.996951Z
Builder pith-number-builder-2026-05-17-v1
Signature unsigned_v0
Schema pith-number/v1.0

Canonical hash

4b10b22f3c2655e3bcd5cb2a1269ed48cd496c418dd4bd3d8b77eeb03ac158fe

Aliases

arxiv: 2607.27000 · arxiv_version: 2607.27000v1 · doi: 10.48550/arxiv.2607.27000 · pith_short_12: JMILELZ4EZK6 · pith_short_16: JMILELZ4EZK6HPGV · pith_short_8: JMILELZ4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JMILELZ4EZK6HPGVZMVBE2PNJD \
  | 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: 4b10b22f3c2655e3bcd5cb2a1269ed48cd496c418dd4bd3d8b77eeb03ac158fe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ee1b704048869c8eb1cdac11970772b5763536ac13ad93a3f5e016bd2d7ef887",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2026-07-29T14:57:26Z",
    "title_canon_sha256": "136ea116ceb092364a5a7a075701f338f110b37d13e8593e90d5045e636188eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27000",
    "kind": "arxiv",
    "version": 1
  }
}