Pith Number

pith:UK7PMOZZ

pith:2023:UK7PMOZZEOWMZJ72PSX7YSBU4R

not attested not anchored not stored refs pending

Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making

Adam Block, Alexander Rakhlin, Max Simchowitz

arxiv:2302.05430 v2 · 2023-02-10 · 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{UK7PMOZZEOWMZJ72PSX7YSBU4R}

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	2026-07-05T07:57:39.377598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2bef63b3923accca7fa7caffc4834e47a7d31ae907bf96fb1a04c57f68689ab

Aliases

arxiv: 2302.05430 · arxiv_version: 2302.05430v2 · doi: 10.48550/arxiv.2302.05430 · pith_short_12: UK7PMOZZEOWM · pith_short_16: UK7PMOZZEOWMZJ72 · pith_short_8: UK7PMOZZ

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/UK7PMOZZEOWMZJ72PSX7YSBU4R \
  | 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: a2bef63b3923accca7fa7caffc4834e47a7d31ae907bf96fb1a04c57f68689ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "843879f9d99343e7d4bd68f074b0352cf42808a7e687f77187b27dd01e5bc2b3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-10T18:45:52Z",
    "title_canon_sha256": "e22b0a4f4db4ff3c3c3fce52ca190c318156dce076b54a8877c9bde430e80708"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05430",
    "kind": "arxiv",
    "version": 2
  }
}