Pith Number

pith:U2DWKK5B

pith:2024:U2DWKK5BQ3AALHBSTR2QIHMGWH

not attested not anchored not stored refs pending

Learning Fine-grained Parameter Sharing via Sparse Tensor Decomposition

Cem \"Uy\"uk, Mike Lasby, Mohamed Yassin, Utku Evci, Yani Ioannou

arxiv:2411.09816 v4 · 2024-11-14 · 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{U2DWKK5BQ3AALHBSTR2QIHMGWH}

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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

1 paper in Pith

On Information Geometry and Iterative Optimization in Model Compression: Operator Factorization

Receipt and verification

First computed	2026-05-26T01:03:09.640206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a687652ba186c0059c329c75041d86b1d5a66e1049e224c0798872ba4969b9f2

Aliases

arxiv: 2411.09816 · arxiv_version: 2411.09816v4 · doi: 10.48550/arxiv.2411.09816 · pith_short_12: U2DWKK5BQ3AA · pith_short_16: U2DWKK5BQ3AALHBS · pith_short_8: U2DWKK5B

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/U2DWKK5BQ3AALHBSTR2QIHMGWH \
  | 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: a687652ba186c0059c329c75041d86b1d5a66e1049e224c0798872ba4969b9f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d04bbf5ab56c731722496f53eca9bb5c92f461be13d65a20b2199c9327b8ad63",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-14T21:29:58Z",
    "title_canon_sha256": "9e519a3233ea6c1d5e15c1fedd2c3d4c3d81dd134d85d0185b52577faf9d7615"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09816",
    "kind": "arxiv",
    "version": 4
  }
}