Pith. sign in
Pith Number

pith:7QFAOIMG

pith:2019:7QFAOIMG765ACZLX7GQOU32RBE
not attested not anchored not stored refs pending

Shaping the learning landscape in neural networks around wide flat minima

Carlo Baldassi, Fabrizio Pittorino, Riccardo Zecchina

arxiv:1905.07833 v4 · 2019-05-20 · cs.LG · cond-mat.dis-nn · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7QFAOIMG765ACZLX7GQOU32RBE}

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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 2026-07-05T00:47:16.656715Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fc0a072186ffba016577f9a0ea6f510915b284df85a55f9a51c336b8fae703b8

Aliases

arxiv: 1905.07833 · arxiv_version: 1905.07833v4 · doi: 10.48550/arxiv.1905.07833 · pith_short_12: 7QFAOIMG765A · pith_short_16: 7QFAOIMG765ACZLX · pith_short_8: 7QFAOIMG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7QFAOIMG765ACZLX7GQOU32RBE \
  | 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: fc0a072186ffba016577f9a0ea6f510915b284df85a55f9a51c336b8fae703b8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e1e5540338c829f10abe7d3d539d57520b60f6a486af3d651de914b7d8e8cb9b",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-20T00:33:54Z",
    "title_canon_sha256": "4a05a79c08777feb30da47015c0c51df85e7364dbcd0a7b96c8947541fc96cdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.07833",
    "kind": "arxiv",
    "version": 4
  }
}