Pith Number

pith:ZCEF5MZ5

pith:2024:ZCEF5MZ5KBUZEU7QRKRISDT7UN

not attested not anchored not stored refs pending

Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise

Bikram Khanal, Pablo Rivas

arxiv:2412.11451 v3 · 2024-12-16 · 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{ZCEF5MZ5KBUZEU7QRKRISDT7UN}

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	2026-07-05T10:09:13.637179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8885eb33d50699253f08aa2890e7fa345b14fe52dc640da7a8529ef2339c91b

Aliases

arxiv: 2412.11451 · arxiv_version: 2412.11451v3 · doi: 10.48550/arxiv.2412.11451 · pith_short_12: ZCEF5MZ5KBUZ · pith_short_16: ZCEF5MZ5KBUZEU7Q · pith_short_8: ZCEF5MZ5

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/ZCEF5MZ5KBUZEU7QRKRISDT7UN \
  | 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: c8885eb33d50699253f08aa2890e7fa345b14fe52dc640da7a8529ef2339c91b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "651eea5091920d111235a43424428c354713cacaf3abd33a927b8adc671ea9c3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T05:10:58Z",
    "title_canon_sha256": "638d5a5cbb54664d87e97772157f2a0e780ead736fcb8ae133079a47f63c8d82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11451",
    "kind": "arxiv",
    "version": 3
  }
}