Pith Number

pith:YUCRX5Z5

pith:2024:YUCRX5Z5JMHDJLO4RM4UQEOS32

not attested not anchored not stored refs pending

Near-Optimal Algorithm for Non-Stationary Kernelized Bandits

Shion Takeno, Shogo Iwazaki

arxiv:2410.16052 v1 · 2024-10-21 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YUCRX5Z5JMHDJLO4RM4UQEOS32}

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.

Cited by

1 paper in Pith

Tracking Most Significant Shifts in Infinite-Armed Bandits

Receipt and verification

First computed	2026-07-05T09:23:28.580069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5051bf73d4b0e34addc8b394811d2de86363cb3292788675b999493d09c4d43

Aliases

arxiv: 2410.16052 · arxiv_version: 2410.16052v1 · doi: 10.48550/arxiv.2410.16052 · pith_short_12: YUCRX5Z5JMHD · pith_short_16: YUCRX5Z5JMHDJLO4 · pith_short_8: YUCRX5Z5

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/YUCRX5Z5JMHDJLO4RM4UQEOS32 \
  | 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: c5051bf73d4b0e34addc8b394811d2de86363cb3292788675b999493d09c4d43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "541d4b2731e94d60ecc5893a3e493b211f242cc149528bcd453a94857052b38a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T14:28:26Z",
    "title_canon_sha256": "c15a56f41ee14f4c7950fb623c0e3d52637cd5b2998504b1abfc7e3570dc0f99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16052",
    "kind": "arxiv",
    "version": 1
  }
}