Pith Number

pith:DGMJCF2C

pith:2018:DGMJCF2CNLWG3F6AWUKAPWG6PG

not attested not anchored not stored refs pending

Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit

Branislav Kveton, Yang Cao, Yao Xie, Zheng Wen

arxiv:1802.03692 v4 · 2018-02-11 · stat.ML · 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{DGMJCF2CNLWG3F6AWUKAPWG6PG}

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	2026-05-17T23:55:38.824200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19989117426aec6d97c0b51407d8de799a0106a0abfc8ba26b27f5fb888f0fe4

Aliases

arxiv: 1802.03692 · arxiv_version: 1802.03692v4 · doi: 10.48550/arxiv.1802.03692 · pith_short_12: DGMJCF2CNLWG · pith_short_16: DGMJCF2CNLWG3F6A · pith_short_8: DGMJCF2C

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/DGMJCF2CNLWG3F6AWUKAPWG6PG \
  | 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: 19989117426aec6d97c0b51407d8de799a0106a0abfc8ba26b27f5fb888f0fe4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1afc29bf5b2faa83a024a055cedf8008d2679911f3714c617dab128da62650d3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-02-11T04:57:28Z",
    "title_canon_sha256": "ee265ffc29a25f6808e78e173aa6da2f38636c0b74357694a2977c82aa4da665"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.03692",
    "kind": "arxiv",
    "version": 4
  }
}