Pith Number

pith:5ARQ32RT

pith:2024:5ARQ32RT7IH22TMWPI5TC6U5FD

not attested not anchored not stored refs pending

Linear Transformer Topological Masking with Graph Random Features

Adrian Weller, Alex Bewley, Amr Ahmed, Aranyak Mehta, Connor Schenck, David Rendleman, Deepali Jain, Isaac Reid, Joshua Ainslie, Krzysztof Choromanski, Kumar Avinava Dubey, Mithun Jacob, Ren\'e Wagner, Richard E. Turner, Will Whitney

arxiv:2410.03462 v2 · 2024-10-04 · 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{5ARQ32RT7IH22TMWPI5TC6U5FD}

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

Global and Local Topology-Aware Attention with Persistent Homology and Euler Biases for Time-Series Forecasting

Receipt and verification

First computed	2026-07-05T09:20:48.750339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8230dea33fa0fad4d967a3b317a9d28f4d546dc48ae4ff6bc345503e99b500b

Aliases

arxiv: 2410.03462 · arxiv_version: 2410.03462v2 · doi: 10.48550/arxiv.2410.03462 · pith_short_12: 5ARQ32RT7IH2 · pith_short_16: 5ARQ32RT7IH22TMW · pith_short_8: 5ARQ32RT

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/5ARQ32RT7IH22TMWPI5TC6U5FD \
  | 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: e8230dea33fa0fad4d967a3b317a9d28f4d546dc48ae4ff6bc345503e99b500b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a6c8adc7620f6f10837dc313928d67f0e30958db54ef3b3868470cf4d8b9800",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T14:24:06Z",
    "title_canon_sha256": "0b6c436194ef035c617637079fe9e04433eb73ff0626c7662baefafb239d422f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03462",
    "kind": "arxiv",
    "version": 2
  }
}