Pith Number

pith:P536427A

pith:2024:P536427AKXAJG7LCS6WBKZ6USW

not attested not anchored not stored refs pending

Tangential Randomization in Linear Bandits (TRAiL): Guaranteed Inference and Regret Bounds

Arda G\"u\c{c}l\"u, Subhonmesh Bose

arxiv:2411.12154 v1 · 2024-11-19 · stat.ML · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P536427AKXAJG7LCS6WBKZ6USW}

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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	2026-07-05T09:37:16.827098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f77ee6be055c0937d6297ac1567d495a98602f6eab411d0adaa85b0501ff73f

Aliases

arxiv: 2411.12154 · arxiv_version: 2411.12154v1 · doi: 10.48550/arxiv.2411.12154 · pith_short_12: P536427AKXAJ · pith_short_16: P536427AKXAJG7LC · pith_short_8: P536427A

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/P536427AKXAJG7LCS6WBKZ6USW \
  | 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: 7f77ee6be055c0937d6297ac1567d495a98602f6eab411d0adaa85b0501ff73f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b31cceda2cb543d5488f2fa178aef83aa61fb9d49993b83f79a27046268b234",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-19T01:08:13Z",
    "title_canon_sha256": "8577c5850993ed0f8bfbde16fad1d7d965c4241477b8cb558c945842bd37942b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12154",
    "kind": "arxiv",
    "version": 1
  }
}