Pith Number

pith:J5B4DU2K

pith:2025:J5B4DU2KWMFVE5ENIPOIGNNM3F

not attested not anchored not stored refs pending

Differentially Private Kernelized Contextual Bandits

Nikola Pavlovic, Qing Zhao, Sudeep Salgia

arxiv:2501.07046 v1 · 2025-01-13 · stat.ML · 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{J5B4DU2KWMFVE5ENIPOIGNNM3F}

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

Optimal Regret of Bernoulli Bandits under Global Differential Privacy

Receipt and verification

First computed	2026-07-05T10:00:14.205752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f43c1d34ab30b52748d43dc8335acd94b0e0713eafa47f1dbc4a9c7985c8053

Aliases

arxiv: 2501.07046 · arxiv_version: 2501.07046v1 · doi: 10.48550/arxiv.2501.07046 · pith_short_12: J5B4DU2KWMFV · pith_short_16: J5B4DU2KWMFVE5EN · pith_short_8: J5B4DU2K

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/J5B4DU2KWMFVE5ENIPOIGNNM3F \
  | 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: 4f43c1d34ab30b52748d43dc8335acd94b0e0713eafa47f1dbc4a9c7985c8053

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c409c20d4e7c3e2191c3f26dd8b6234d81528a671dac8c85cd86e48fbc1d2bdd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-13T04:05:19Z",
    "title_canon_sha256": "e05e1429506610d8a0d5f8fb0ee7659a69d85aa94cad5f6e3890b366c31c4933"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07046",
    "kind": "arxiv",
    "version": 1
  }
}