Pith Number

pith:R3T27UZX

pith:2023:R3T27UZXMXE5IXQJE3U7YOYXD4

not attested not anchored not stored refs pending

Regularized Linear Regression for Binary Classification

Babak Hassibi, Danil Akhtiamov, Reza Ghane

arxiv:2311.02270 v1 · 2023-11-03 · 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{R3T27UZXMXE5IXQJE3U7YOYXD4}

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

Deriving Approximate Message Passing from the Convex Gaussian Min-Max Theorem

Receipt and verification

First computed	2026-07-05T07:09:08.629985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ee7afd33765c9d45e0926e9fc3b171f164302c21805a3d2995b2e405f13086c

Aliases

arxiv: 2311.02270 · arxiv_version: 2311.02270v1 · doi: 10.48550/arxiv.2311.02270 · pith_short_12: R3T27UZXMXE5 · pith_short_16: R3T27UZXMXE5IXQJ · pith_short_8: R3T27UZX

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/R3T27UZXMXE5IXQJE3U7YOYXD4 \
  | 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: 8ee7afd33765c9d45e0926e9fc3b171f164302c21805a3d2995b2e405f13086c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2efd2147b27debdcea487365df903f4a68416e1099b7dfe5733b5501a1d039fa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-03T23:18:21Z",
    "title_canon_sha256": "69dab3a4a7510442e27f34df0108ec1e9f2acbb8a51f10275d5855e1e6dac14c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02270",
    "kind": "arxiv",
    "version": 1
  }
}