Pith Number

pith:RFH2SRPS

pith:2024:RFH2SRPSE5KBZTTFMYXYBBI3CZ

not attested not anchored not stored refs pending

Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices

Andres Potapczynski, Andrew Gordon Wilson, Bayan Bruss, Christopher De Sa, Christopher Ferri, Marc Finzi, Micah Goldblum, Shikai Qiu, Zixi Chen

arxiv:2410.02117 v2 · 2024-10-03 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RFH2SRPSE5KBZTTFMYXYBBI3CZ}

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.

Cited by

1 paper in Pith

Sparsely gated tiny linear experts

Receipt and verification

First computed	2026-07-05T09:15:59.834262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

894fa945f227541cce65662f80851b1650784250e3e9e73a8aeb8e2e7f98c77b

Aliases

arxiv: 2410.02117 · arxiv_version: 2410.02117v2 · doi: 10.48550/arxiv.2410.02117 · pith_short_12: RFH2SRPSE5KB · pith_short_16: RFH2SRPSE5KBZTTF · pith_short_8: RFH2SRPS

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/RFH2SRPSE5KBZTTFMYXYBBI3CZ \
  | 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: 894fa945f227541cce65662f80851b1650784250e3e9e73a8aeb8e2e7f98c77b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "969f492895763308905833778d982cb398f53565ce5c876da7ecabb0109403fc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T00:44:50Z",
    "title_canon_sha256": "4e0b0f354237abb80bc53bff4ef98fab5c727ce3d06ff6c32c4dc82baefe8536"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02117",
    "kind": "arxiv",
    "version": 2
  }
}