Pith Number

pith:G2DSTPLY

pith:2016:G2DSTPLYYSHF5OAVDO5KAGJIEW

not attested not anchored not stored refs pending

An efficient high-probability algorithm for Linear Bandits

G\'abor Braun, Sebastian Pokutta

arxiv:1610.02072 v2 · 2016-10-06 · cs.DS · 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{G2DSTPLYYSHF5OAVDO5KAGJIEW}

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	2026-05-18T01:02:21.918903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

368729bd78c48e5eb8151bbaa01928258e25c4a0d41ca3ec72d8f957ad599498

Aliases

arxiv: 1610.02072 · arxiv_version: 1610.02072v2 · doi: 10.48550/arxiv.1610.02072 · pith_short_12: G2DSTPLYYSHF · pith_short_16: G2DSTPLYYSHF5OAV · pith_short_8: G2DSTPLY

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/G2DSTPLYYSHF5OAVDO5KAGJIEW \
  | 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: 368729bd78c48e5eb8151bbaa01928258e25c4a0d41ca3ec72d8f957ad599498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "407388ea7b39ace80609f100b9382de074fb481b16551c73c4e622f3f22c1650",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2016-10-06T21:14:16Z",
    "title_canon_sha256": "c8bc1a2a600d4ba5270865d2c83ab56dff2b7aab453eef060f971ca5d4806ac8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.02072",
    "kind": "arxiv",
    "version": 2
  }
}