Pith Number

pith:LMJN5DKC

pith:2024:LMJN5DKC6TC23G3YLPJIAMO27B

not attested not anchored not stored refs pending

One-Bit Quantization and Sparsification for Multiclass Linear Classification with Strong Regularization

Babak Hassibi, Danil Akhtiamov, Reza Ghane

arxiv:2402.10474 v2 · 2024-02-16 · 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{LMJN5DKC6TC23G3YLPJIAMO27B}

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.

Receipt and verification

First computed	2026-07-05T09:18:51.823423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b12de8d42f4c5ad9b785bd28031daf84b8c6e61b9f33ed4740b92d34cdb1ee6

Aliases

arxiv: 2402.10474 · arxiv_version: 2402.10474v2 · doi: 10.48550/arxiv.2402.10474 · pith_short_12: LMJN5DKC6TC2 · pith_short_16: LMJN5DKC6TC23G3Y · pith_short_8: LMJN5DKC

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/LMJN5DKC6TC23G3YLPJIAMO27B \
  | 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: 5b12de8d42f4c5ad9b785bd28031daf84b8c6e61b9f33ed4740b92d34cdb1ee6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e4f8b4e97141e6fd14ce9f0a13c9192b98ca2472f1e37b794c73b722e515d46",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-16T06:39:40Z",
    "title_canon_sha256": "4063949d2a474ad7d798191fe68dcc8428a291aa46089fc6e03e7b26bffc6b93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10474",
    "kind": "arxiv",
    "version": 2
  }
}