Pith Number

pith:NBQYVN7I

pith:2019:NBQYVN7IKFEJ7OPXNUIUIPP7HZ

not attested not anchored not stored refs pending

Regret Bounds for Batched Bandits

Abbas Mehrabian, Amin Karbasi, Hossein Esfandiari, Vahab Mirrokni

arxiv:1910.04959 v2 · 2019-10-11 · cs.DS · 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{NBQYVN7IKFEJ7OPXNUIUIPP7HZ}

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	2026-07-05T00:41:42.565505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68618ab7e851489fb9f76d11443dff3e4fb07c6e60f272c08ea01c5ec8152e27

Aliases

arxiv: 1910.04959 · arxiv_version: 1910.04959v2 · doi: 10.48550/arxiv.1910.04959 · pith_short_12: NBQYVN7IKFEJ · pith_short_16: NBQYVN7IKFEJ7OPX · pith_short_8: NBQYVN7I

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/NBQYVN7IKFEJ7OPXNUIUIPP7HZ \
  | 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: 68618ab7e851489fb9f76d11443dff3e4fb07c6e60f272c08ea01c5ec8152e27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "176d2516f35bcf8c7cb96a2476d1b0b2eb9b99bd56a5868df4e000c11b850cab",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2019-10-11T03:53:28Z",
    "title_canon_sha256": "3e4a66bf8717fb0179f87ee65f1b18c27c3f8825215dd767e08ad609089b57b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.04959",
    "kind": "arxiv",
    "version": 2
  }
}