Pith Number

pith:LCCPKQD4

pith:2011:LCCPKQD4CJO67J3NS33G46VBLD

not attested not anchored not stored refs pending

Online Least Squares Estimation with Self-Normalized Processes: An Application to Bandit Problems

Csaba Szepesvari, David Pal, Yasin Abbasi-Yadkori

arxiv:1102.2670 v1 · 2011-02-14 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCCPKQD4CJO67J3NS33G46VBLD}

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.

Cited by

3 papers in Pith

Adapt and Stabilize, Then Learn and Optimize: A New Approach to Adaptive LQR

Data-dependent Exploration for Online Reinforcement Learning from Human Feedback

CLT-Optimal Parameter Error Bounds for Linear System Identification

Receipt and verification

First computed	2026-05-18T04:28:46.752045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5884f5407c125defa76d96f66e7aa158cf692cb189047117aac34d3a7416aed8

Aliases

arxiv: 1102.2670 · arxiv_version: 1102.2670v1 · doi: 10.48550/arxiv.1102.2670 · pith_short_12: LCCPKQD4CJO6 · pith_short_16: LCCPKQD4CJO67J3N · pith_short_8: LCCPKQD4

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/LCCPKQD4CJO67J3NS33G46VBLD \
  | 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: 5884f5407c125defa76d96f66e7aa158cf692cb189047117aac34d3a7416aed8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c442a10511709aa063e409100749485161f950832ac659ad1fab7d47b8f7c066",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2011-02-14T04:06:31Z",
    "title_canon_sha256": "3f6212e2672855b834331f0b3ee70deb8d3424a573e928820141190503b9f86d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1102.2670",
    "kind": "arxiv",
    "version": 1
  }
}