Pith Number

pith:UVXQ5KJC

pith:2026:UVXQ5KJCKJ2OUCHOESUPSY2XOJ

not attested not anchored not stored refs pending

Nonstationary Generalized Linear Bandits with Discounted Online Mirror Descent

Joongkyu Lee, Min-hwan Oh

arxiv:2605.25590 v1 · 2026-05-25 · stat.ML · 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{UVXQ5KJCKJ2OUCHOESUPSY2XOJ}

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	2026-05-26T02:04:44.540418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a56f0ea9225274ea08ee24a8f963577275e37f8df821d3b4bca86a35fba1f0ca

Aliases

arxiv: 2605.25590 · arxiv_version: 2605.25590v1 · doi: 10.48550/arxiv.2605.25590 · pith_short_12: UVXQ5KJCKJ2O · pith_short_16: UVXQ5KJCKJ2OUCHO · pith_short_8: UVXQ5KJC

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/UVXQ5KJCKJ2OUCHOESUPSY2XOJ \
  | 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: a56f0ea9225274ea08ee24a8f963577275e37f8df821d3b4bca86a35fba1f0ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28d2dfb4f17690b50dfb70b456faf987e92e42b72107d832d85cc07d93965588",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-25T08:40:32Z",
    "title_canon_sha256": "07cfdc17d99cf4cd8fd35b1fba6a9ed97c0f58b0c2ac71ffa40ade563d03ca4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25590",
    "kind": "arxiv",
    "version": 1
  }
}