Pith Number

pith:JKX7LVVR

pith:2020:JKX7LVVRGAHETADTLA7IXUJGWK

not attested not anchored not stored refs pending

Multi-Armed Bandits with Local Differential Privacy

Jia Liu, Ness B. Shroff, Wenbo Ren, Xingyu Zhou

arxiv:2007.03121 v1 · 2020-07-06 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JKX7LVVRGAHETADTLA7IXUJGWK}

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

6 papers in Pith

Minimax Quantile Lower Bounds for Interactive Statistical Decision Making with Privacy

Prophet Inequalities under Local Differential Privacy

When Determinants Are Not Enough: Private Rare Switching

Differentially Private Best-Arm Identification

On the Sample Complexity of Differentially Private Policy Optimization

Receipt and verification

First computed	2026-07-05T01:16:59.757375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4aaff5d6b1300e498073583e8bd126b2827a76e83b0fa0de901efd96e7e94ad4

Aliases

arxiv: 2007.03121 · arxiv_version: 2007.03121v1 · doi: 10.48550/arxiv.2007.03121 · pith_short_12: JKX7LVVRGAHE · pith_short_16: JKX7LVVRGAHETADT · pith_short_8: JKX7LVVR

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/JKX7LVVRGAHETADTLA7IXUJGWK \
  | 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: 4aaff5d6b1300e498073583e8bd126b2827a76e83b0fa0de901efd96e7e94ad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a56b34563c53318a0aaf81b16f743914549d7a7645692df44621b90356a23d52",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-06T23:36:20Z",
    "title_canon_sha256": "7091e8d0465bb9f5ed44c1d128f8f02ea7797b0901af3fd06a75517953f0ad1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.03121",
    "kind": "arxiv",
    "version": 1
  }
}