Pith Number

pith:F22FHLQR

pith:2017:F22FHLQR3YUNDZ7AJNAVZOMALV

not attested not anchored not stored refs pending

Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates

Balaraman Ravindran, K. P. Naveen, Nandan Sudarsanam, Subhojyoti Mukherjee

arxiv:1711.03591 v1 · 2017-11-09 · 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{F22FHLQR3YUNDZ7AJNAVZOMALV}

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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.

Cited by

1 paper in Pith

Covariance-adapting algorithm for semi-bandits with application to sparse rewards

Receipt and verification

First computed	2026-05-18T00:11:00.276842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eb453ae11de28d1e7e04b415cb9805d47292efa06e19af7a3b4f6d72f76c1d3

Aliases

arxiv: 1711.03591 · arxiv_version: 1711.03591v1 · doi: 10.48550/arxiv.1711.03591 · pith_short_12: F22FHLQR3YUN · pith_short_16: F22FHLQR3YUNDZ7A · pith_short_8: F22FHLQR

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/F22FHLQR3YUNDZ7AJNAVZOMALV \
  | 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: 2eb453ae11de28d1e7e04b415cb9805d47292efa06e19af7a3b4f6d72f76c1d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7c11042dc5f32675cd23d981a2a481a90364cc14ef0063d421d45ce08b8671b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-09T20:36:21Z",
    "title_canon_sha256": "38da016d76ffaaedab1c24f2234da345c97e4628b016db8ff227acc35dd0af43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.03591",
    "kind": "arxiv",
    "version": 1
  }
}