Pith Number

pith:5IC3XO7Q

pith:2019:5IC3XO7QDMYAUESGBNDANSGOFC

not attested not anchored not stored refs pending

Linear Bandits with Feature Feedback

Aniruddha Bhargava, Robert Nowak, Urvashi Oswal

arxiv:1903.03705 v2 · 2019-03-09 · 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{5IC3XO7QDMYAUESGBNDANSGOFC}

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	2026-05-17T23:51:29.545566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea05bbbbf01b300a12460b4606c8ce2885023b2a89001bcd15e6dfb64928845d

Aliases

arxiv: 1903.03705 · arxiv_version: 1903.03705v2 · doi: 10.48550/arxiv.1903.03705 · pith_short_12: 5IC3XO7QDMYA · pith_short_16: 5IC3XO7QDMYAUESG · pith_short_8: 5IC3XO7Q

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/5IC3XO7QDMYAUESGBNDANSGOFC \
  | 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: ea05bbbbf01b300a12460b4606c8ce2885023b2a89001bcd15e6dfb64928845d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cb02884b7a41cc8878a0d71a01a9659f5365c7be0b690cf06b1facb28a94559",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-09T00:32:28Z",
    "title_canon_sha256": "d8ac153a48a90272022ff5be904b86d87a131c9f4942174ae2d1dd253af6cb46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03705",
    "kind": "arxiv",
    "version": 2
  }
}