Pith Number

pith:A573AI53

pith:2026:A573AI53GFTHHDLSJ2BPR5NKA2

not attested not anchored not stored refs pending

Active Context Selection Improves Simple Regret in Contextual Bandits

Jalal Etesami, Mohammad Shahverdikondori, Negar Kiyavash

arxiv:2605.20040 v1 · 2026-05-19 · 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{A573AI53GFTHHDLSJ2BPR5NKA2}

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	2026-05-20T02:05:59.846517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

077fb023bb3166738d724e82f8f5aa068b570da687e8d343e167e8ec40cdf582

Aliases

arxiv: 2605.20040 · arxiv_version: 2605.20040v1 · doi: 10.48550/arxiv.2605.20040 · pith_short_12: A573AI53GFTH · pith_short_16: A573AI53GFTHHDLS · pith_short_8: A573AI53

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/A573AI53GFTHHDLSJ2BPR5NKA2 \
  | 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: 077fb023bb3166738d724e82f8f5aa068b570da687e8d343e167e8ec40cdf582

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59a2f13ba5fde268997b15d698ef08659d246f5ee4ee33d94bca3ecf86971113",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T16:01:58Z",
    "title_canon_sha256": "6fb7872063f4f85b9a43566761ee8e2a5bdd0d4b1e40637a40323cb8aba568da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20040",
    "kind": "arxiv",
    "version": 1
  }
}