Pith Number

pith:JLKJCECL

pith:2019:JLKJCECLYYJ7TN3XPD36RYJ7KW

not attested not anchored not stored refs pending

Randomized Exploration in Generalized Linear Bandits

Branislav Kveton, Craig Boutilier, Csaba Szepesvari, Lihong Li, Manzil Zaheer, Mohammad Ghavamzadeh

arxiv:1906.08947 v3 · 2019-06-21 · 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{JLKJCECLYYJ7TN3XPD36RYJ7KW}

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

1 paper in Pith

Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness, and Safety

Receipt and verification

First computed	2026-07-05T06:29:17.289197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ad491104bc613f9b77778f7e8e13f55a1e187f5039b9b9aaff3f2764ceec975

Aliases

arxiv: 1906.08947 · arxiv_version: 1906.08947v3 · doi: 10.48550/arxiv.1906.08947 · pith_short_12: JLKJCECLYYJ7 · pith_short_16: JLKJCECLYYJ7TN3X · pith_short_8: JLKJCECL

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/JLKJCECLYYJ7TN3XPD36RYJ7KW \
  | 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: 4ad491104bc613f9b77778f7e8e13f55a1e187f5039b9b9aaff3f2764ceec975

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6adbb8532a9af922a907fdad0561d58abd9c48a134d771fe8d7c395bc1f1e8c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-21T04:57:54Z",
    "title_canon_sha256": "795c70bb9981eae967f6c8ffe40894ffacb6fba36125b8c64c4138ade55e6f7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.08947",
    "kind": "arxiv",
    "version": 3
  }
}