Pith Number

pith:QSYFDQAE

pith:2017:QSYFDQAEQVVAVATWYBARU55Y4X

not attested not anchored not stored refs pending

An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits

G\'abor Lugosi, Yevgeny Seldin

arxiv:1702.06103 v2 · 2017-02-20 · 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{QSYFDQAEQVVAVATWYBARU55Y4X}

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	2026-05-18T00:44:51.519484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84b051c004856a0a8276c0411a77b8e5e70dccdd25a5ec9c252ed7f50f53458b

Aliases

arxiv: 1702.06103 · arxiv_version: 1702.06103v2 · doi: 10.48550/arxiv.1702.06103 · pith_short_12: QSYFDQAEQVVA · pith_short_16: QSYFDQAEQVVAVATW · pith_short_8: QSYFDQAE

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/QSYFDQAEQVVAVATWYBARU55Y4X \
  | 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: 84b051c004856a0a8276c0411a77b8e5e70dccdd25a5ec9c252ed7f50f53458b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11ad88bce8bce1523d4024f73372d625adcf1a5cd88e214a223296a51514dc87",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-20T18:43:05Z",
    "title_canon_sha256": "f60d2c54f96e0de926f11e669b6945677201220d3c016a7345085d55226c3b58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.06103",
    "kind": "arxiv",
    "version": 2
  }
}