Pith Number

pith:5C4IBS2L

pith:2024:5C4IBS2LLCOKGF7R72EXHEJSAW

not attested not anchored not stored refs pending

Attention Based Machine Learning Methods for Data Reduction with Guaranteed Error Bounds

Anand Rangarajan, Jaemoon Lee, Sanjay Ranka, Xiao Li

arxiv:2409.05357 v1 · 2024-09-09 · 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{5C4IBS2LLCOKGF7R72EXHEJSAW}

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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

Generative Latent Diffusion for Efficient Spatiotemporal Data Reduction

Receipt and verification

First computed	2026-07-05T09:04:48.142933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8b880cb4b589ca317f1fe8973913205b273c58cb9b570d4839e46986e8f508c

Aliases

arxiv: 2409.05357 · arxiv_version: 2409.05357v1 · doi: 10.48550/arxiv.2409.05357 · pith_short_12: 5C4IBS2LLCOK · pith_short_16: 5C4IBS2LLCOKGF7R · pith_short_8: 5C4IBS2L

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/5C4IBS2LLCOKGF7R72EXHEJSAW \
  | 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: e8b880cb4b589ca317f1fe8973913205b273c58cb9b570d4839e46986e8f508c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf244cf35082372298040d2523cfb7059d4cded4f644df413187b477861f7ecf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-09T06:35:24Z",
    "title_canon_sha256": "b9fd92f218ca02ae8282e30f8a5ec9ea5ef2bee0cc8918a8650fb63547273ead"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05357",
    "kind": "arxiv",
    "version": 1
  }
}