Pith Number

pith:MUNVWGCK

pith:2023:MUNVWGCK3M7JTGI2IKYVD5XC7I

not attested not anchored not stored refs pending

On the Initialisation of Wide Low-Rank Feedforward Neural Networks

Jared Tanner, Thiziri Nait Saada

arxiv:2301.13710 v1 · 2023-01-31 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUNVWGCK3M7JTGI2IKYVD5XC7I}

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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.

Cited by

2 papers in Pith

Pruning Deep Neural Networks via the Marchenko--Pastur Distribution

ELAS: Efficient Pre-Training of Low-Rank Large Language Models via 2:4 Activation Sparsity

Receipt and verification

First computed	2026-07-05T05:37:17.829637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

651b5b184adb3e99991a42b151f6e2fa2ae189a397710a39b994ac2f82015673

Aliases

arxiv: 2301.13710 · arxiv_version: 2301.13710v1 · doi: 10.48550/arxiv.2301.13710 · pith_short_12: MUNVWGCK3M7J · pith_short_16: MUNVWGCK3M7JTGI2 · pith_short_8: MUNVWGCK

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/MUNVWGCK3M7JTGI2IKYVD5XC7I \
  | 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: 651b5b184adb3e99991a42b151f6e2fa2ae189a397710a39b994ac2f82015673

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3419ca6b788aa3315a91057f66148f82942d6ffd6d65742bfd17c3678d5966b8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-01-31T15:40:50Z",
    "title_canon_sha256": "0a4cba5347e4440de149c1c52c132fe33245bb4c68918814c1f5c491dfd7c38c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13710",
    "kind": "arxiv",
    "version": 1
  }
}