Pith Number

pith:LSG3BAFD

pith:2023:LSG3BAFDTAJQT5XT6WOYWX27S4

not attested not anchored not stored refs pending

Sparsity-aware generalization theory for deep neural networks

Jeremias Sulam, Ramchandran Muthukumar

arxiv:2307.00426 v2 · 2023-07-01 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LSG3BAFDTAJQT5XT6WOYWX27S4}

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	2026-07-05T06:27:52.591416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c8db080a3981309f6f3f59d8b5f5f97213b9faf4d58b9a9b8ce54b8e22bdedd

Aliases

arxiv: 2307.00426 · arxiv_version: 2307.00426v2 · doi: 10.48550/arxiv.2307.00426 · pith_short_12: LSG3BAFDTAJQ · pith_short_16: LSG3BAFDTAJQT5XT · pith_short_8: LSG3BAFD

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/LSG3BAFDTAJQT5XT6WOYWX27S4 \
  | 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: 5c8db080a3981309f6f3f59d8b5f5f97213b9faf4d58b9a9b8ce54b8e22bdedd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32d142677838fd205f5e42a5feacd60034d526824cb4888bbd9e03d0ffc6080f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-01T20:59:05Z",
    "title_canon_sha256": "361339761ddc52a2c91eb9ad0e5c3904de212ba2dcd290b1a93d487d69869667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00426",
    "kind": "arxiv",
    "version": 2
  }
}