Pith Number

pith:354CPBNE

pith:2022:354CPBNEFVKVTAQPYV27KHSM7Q

not attested not anchored not stored refs pending

On the Complexity of Adversarial Decision Making

Alexander Rakhlin, Ayush Sekhari, Dylan J. Foster, Karthik Sridharan

arxiv:2206.13063 v1 · 2022-06-27 · cs.LG · math.OC · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{354CPBNEFVKVTAQPYV27KHSM7Q}

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	2026-07-05T04:35:02.341532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df782785a42d5559820fc575f51e4cfc385e0cb17f3233b6f8aeedcea16b02eb

Aliases

arxiv: 2206.13063 · arxiv_version: 2206.13063v1 · doi: 10.48550/arxiv.2206.13063 · pith_short_12: 354CPBNEFVKV · pith_short_16: 354CPBNEFVKVTAQP · pith_short_8: 354CPBNE

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/354CPBNEFVKVTAQPYV27KHSM7Q \
  | 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: df782785a42d5559820fc575f51e4cfc385e0cb17f3233b6f8aeedcea16b02eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "009cc3ca04851bfde084368b9cf15a74c99fdd19f50fc418cd5e1290ae27b10f",
    "cross_cats_sorted": [
      "math.OC",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-27T06:20:37Z",
    "title_canon_sha256": "57aa63dee6abc1e93086eb4031344ab50191abd41d88ed046b960a429433d7e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13063",
    "kind": "arxiv",
    "version": 1
  }
}