Pith Number

pith:LUYF4VTL

pith:2025:LUYF4VTL7WKEEZP4VHYEO6R4AJ

not attested not anchored not stored refs pending

The Safety-Privacy Tradeoff in Linear Bandits

Arghavan Zibaie, Mahnoosh Alizadeh, Ramtin Pedarsani, Spencer Hutchinson

arxiv:2504.16371 v1 · 2025-04-23 · math.OC · 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{LUYF4VTL7WKEEZP4VHYEO6R4AJ}

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	2026-07-05T10:52:45.681057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d305e566bfd944265fca9f0477a3c025d1a151f6b1999493aa9a38cae991bd7

Aliases

arxiv: 2504.16371 · arxiv_version: 2504.16371v1 · doi: 10.48550/arxiv.2504.16371 · pith_short_12: LUYF4VTL7WKE · pith_short_16: LUYF4VTL7WKEEZP4 · pith_short_8: LUYF4VTL

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/LUYF4VTL7WKEEZP4VHYEO6R4AJ \
  | 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: 5d305e566bfd944265fca9f0477a3c025d1a151f6b1999493aa9a38cae991bd7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7b1b7ae6b42c982355a913f18c12f12ff99b508c52e810132d4b6f89508cbc7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-04-23T02:48:02Z",
    "title_canon_sha256": "1a7e276e83996efcaace4e50aeb204c2c836763c9bf0f8cea640854aa51f6296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16371",
    "kind": "arxiv",
    "version": 1
  }
}