Pith Number

pith:LWC7BJPL

pith:2024:LWC7BJPLBTT25WHY2AHVCLC4YQ

not attested not anchored not stored refs pending

Stochastic Gradient Succeeds for Bandits

Alekh Agarwal, Bo Dai, Csaba Szepesvari, Dale Schuurmans, Jincheng Mei, Zixin Zhong

arxiv:2402.17235 v1 · 2024-02-27 · 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{LWC7BJPLBTT25WHY2AHVCLC4YQ}

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	2026-07-05T07:49:44.480895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d85f0a5eb0ce7aed8f8d00f512c5cc43370926286b0a0b474c9c6f0e39d17b2

Aliases

arxiv: 2402.17235 · arxiv_version: 2402.17235v1 · doi: 10.48550/arxiv.2402.17235 · pith_short_12: LWC7BJPLBTT2 · pith_short_16: LWC7BJPLBTT25WHY · pith_short_8: LWC7BJPL

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/LWC7BJPLBTT25WHY2AHVCLC4YQ \
  | 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: 5d85f0a5eb0ce7aed8f8d00f512c5cc43370926286b0a0b474c9c6f0e39d17b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57c9df505b73da9dbc8201262fdda6d0565cedf3a05f3dbc505ec973b98be310",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-27T06:05:01Z",
    "title_canon_sha256": "c3c58761a6ee4b8d9ee81d492b5eef9c5199a9cd9e7f0afaf551b86d05232464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17235",
    "kind": "arxiv",
    "version": 1
  }
}