Pith Number

pith:HALUYCKX

pith:2025:HALUYCKXMHPNLRUGI6I4S3OJVO

not attested not anchored not stored refs pending

An Interactive Framework for Finding the Optimal Trade-off in Differential Privacy

Aki Rehn, Antti Honkela, Sammie Katt, Samuel Kaski, Yaohong Yang

arxiv:2509.04290 v1 · 2025-09-04 · 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{HALUYCKXMHPNLRUGI6I4S3OJVO}

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	2026-07-05T12:04:56.726882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38174c095761ded5c6864791c96dc9ab9c6c1f82363d7f92d46214370b445007

Aliases

arxiv: 2509.04290 · arxiv_version: 2509.04290v1 · doi: 10.48550/arxiv.2509.04290 · pith_short_12: HALUYCKXMHPN · pith_short_16: HALUYCKXMHPNLRUG · pith_short_8: HALUYCKX

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/HALUYCKXMHPNLRUGI6I4S3OJVO \
  | 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: 38174c095761ded5c6864791c96dc9ab9c6c1f82363d7f92d46214370b445007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d938038860ab4a6ee2abaf897897a051da90a63a9dad84bdf25c9568cb975e58",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-04T15:02:10Z",
    "title_canon_sha256": "331ba2d11d0a57c9bc6c6968a304afc999d85edf2af70c2d2dc243a50b97a9c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04290",
    "kind": "arxiv",
    "version": 1
  }
}