Pith Number

pith:4VQOAMQO

pith:2025:4VQOAMQODI2XUJRRJKLMDKFW4P

not attested not anchored not stored refs pending

Robust Support Vector Machines for Imbalanced and Noisy Data via Benders Decomposition

Hamidreza Koosha, Seyed Mojtaba Mohasel

arxiv:2503.14873 v1 · 2025-03-19 · 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{4VQOAMQODI2XUJRRJKLMDKFW4P}

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

Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks

Receipt and verification

First computed	2026-07-05T10:34:26.312700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e560e0320e1a357a26314a96c1a8b6e3fddae9ae89a82fa07b7de95a418349fd

Aliases

arxiv: 2503.14873 · arxiv_version: 2503.14873v1 · doi: 10.48550/arxiv.2503.14873 · pith_short_12: 4VQOAMQODI2X · pith_short_16: 4VQOAMQODI2XUJRR · pith_short_8: 4VQOAMQO

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/4VQOAMQODI2XUJRRJKLMDKFW4P \
  | 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: e560e0320e1a357a26314a96c1a8b6e3fddae9ae89a82fa07b7de95a418349fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38db1ce3ff3d6c7d0b91c8fb90d5c1b7e8bfa6a6eadae28f79e76600bcdfa2ef",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-19T04:03:39Z",
    "title_canon_sha256": "bd654a744dc0ec65dea4bbc88b6a0c434050f4cf562867c7abbc943d88581847"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14873",
    "kind": "arxiv",
    "version": 1
  }
}