Pith Number

pith:GEWE75OX

pith:2024:GEWE75OXEG4QXWO5KCN4VAS7FP

not attested not anchored not stored refs pending

Prospects of Privacy Advantage in Quantum Machine Learning

Changhao Li, Dylan Herman, Jamie Heredge, Marco Pistoia, Niraj Kumar, Romina Yalovetzky, Shouvanik Chakrabarti, Shree Hari Sureshbabu

arxiv:2405.08801 v2 · 2024-05-14 · quant-ph · 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{GEWE75OXEG4QXWO5KCN4VAS7FP}

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

Exponentially many initializations to avoid barren plateaus

Receipt and verification

First computed	2026-07-05T08:19:25.261930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

312c4ff5d721b90bd9dd509bca825f2bf15df7b6cd52160a0f60c3982a5f83f7

Aliases

arxiv: 2405.08801 · arxiv_version: 2405.08801v2 · doi: 10.48550/arxiv.2405.08801 · pith_short_12: GEWE75OXEG4Q · pith_short_16: GEWE75OXEG4QXWO5 · pith_short_8: GEWE75OX

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/GEWE75OXEG4QXWO5KCN4VAS7FP \
  | 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: 312c4ff5d721b90bd9dd509bca825f2bf15df7b6cd52160a0f60c3982a5f83f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1271c27e90233eda5d353373822dfe701402b32c30e388a3b79e34966429e05f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-05-14T17:49:18Z",
    "title_canon_sha256": "68e67d28ff8ceaa328a5360e8dbd09562c8381e628deb67757a531da8215e93a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08801",
    "kind": "arxiv",
    "version": 2
  }
}