Pith Number

pith:E5DFOJJV

pith:2018:E5DFOJJVMULGPHEHTEVFQFQVCR

not attested not anchored not stored refs pending

Multi-objective Contextual Bandit Problem with Similarity Information

Cem Tekin, Doruk \"Oner, Eralp Tur\u{g}ay

arxiv:1803.04015 v1 · 2018-03-11 · 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{E5DFOJJVMULGPHEHTEVFQFQVCR}

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	2026-05-18T00:21:33.171876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27465725356516679c87992a5816151453a360c0f01cc764682ec6e28b5dd5e8

Aliases

arxiv: 1803.04015 · arxiv_version: 1803.04015v1 · doi: 10.48550/arxiv.1803.04015 · pith_short_12: E5DFOJJVMULG · pith_short_16: E5DFOJJVMULGPHEH · pith_short_8: E5DFOJJV

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/E5DFOJJVMULGPHEHTEVFQFQVCR \
  | 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: 27465725356516679c87992a5816151453a360c0f01cc764682ec6e28b5dd5e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80ef367ec9050c3469750fd411b390758810542b433fbc0f2a6a1e1b57d11e2e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-03-11T19:04:12Z",
    "title_canon_sha256": "db184b194dd123189a33fbcdd7901320d7ffa99675aed5a6ed408fdd18c534a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.04015",
    "kind": "arxiv",
    "version": 1
  }
}