pith. sign in
Pith Number

pith:WVGYUFJN

pith:2019:WVGYUFJNKMYEWQD7PT2OS3ZWWI
not attested not anchored not stored refs pending

The True Sample Complexity of Identifying Good Arms

Julian Katz-Samuels, Kevin Jamieson

arxiv:1906.06594 v1 · 2019-06-15 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WVGYUFJNKMYEWQD7PT2OS3ZWWI}

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 2026-05-17T23:43:13.255496Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b54d8a152d53304b407f7cf4e96f36b23d8e3e412f46706f863ab8aa60830593

Aliases

arxiv: 1906.06594 · arxiv_version: 1906.06594v1 · doi: 10.48550/arxiv.1906.06594 · pith_short_12: WVGYUFJNKMYE · pith_short_16: WVGYUFJNKMYEWQD7 · pith_short_8: WVGYUFJN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WVGYUFJNKMYEWQD7PT2OS3ZWWI \
  | 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: b54d8a152d53304b407f7cf4e96f36b23d8e3e412f46706f863ab8aa60830593
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ed6961f71ef265392ab29391142dd2d04d940634715a06d2234e0a575acdf5d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-15T17:39:18Z",
    "title_canon_sha256": "919bc767723715b0fbde857470f2052ade56f0fede9eb7f0e36c0de8ca9c2ccf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.06594",
    "kind": "arxiv",
    "version": 1
  }
}