Pith Number

pith:6D2CYDNP

pith:2022:6D2CYDNPB463ILIJ32APA3Q5A7

not attested not anchored not stored refs pending

Distributed Differential Privacy in Multi-Armed Bandits

Sayak Ray Chowdhury, Xingyu Zhou

arxiv:2206.05772 v1 · 2022-06-12 · cs.LG · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6D2CYDNPB463ILIJ32APA3Q5A7}

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

2 papers in Pith

When Determinants Are Not Enough: Private Rare Switching

On the Sample Complexity of Differentially Private Policy Optimization

Receipt and verification

First computed	2026-07-05T04:31:02.685923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0f42c0daf0f3db42d09de80f06e1d07c4d1a078cdb89be212e5fc4d36bab496

Aliases

arxiv: 2206.05772 · arxiv_version: 2206.05772v1 · doi: 10.48550/arxiv.2206.05772 · pith_short_12: 6D2CYDNPB463 · pith_short_16: 6D2CYDNPB463ILIJ · pith_short_8: 6D2CYDNP

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/6D2CYDNPB463ILIJ32APA3Q5A7 \
  | 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: f0f42c0daf0f3db42d09de80f06e1d07c4d1a078cdb89be212e5fc4d36bab496

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dc102331b80d72df3e016c64c4631a0618f0bfbfa2dfc2d6bda828c60efc057",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-12T15:37:36Z",
    "title_canon_sha256": "63569504c453239efb3a9f7a4591e0a74090f70a0da566d9cccc5039c56f4a49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05772",
    "kind": "arxiv",
    "version": 1
  }
}