Pith Number

pith:UFB5CFMC

pith:2022:UFB5CFMCDWY2EKTPJNN7UKHORU

not attested not anchored not stored refs pending

Statistical Learning Theory for Control: A Finite Sample Perspective

Anastasios Tsiamis, George J. Pappas, Ingvar Ziemann, Nikolai Matni

arxiv:2209.05423 v2 · 2022-09-12 · eess.SY · cs.LG · cs.SY · math.OC · 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{UFB5CFMCDWY2EKTPJNN7UKHORU}

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

Double Preconditioning (DoPr): Optimization for Test-Time Performance, not Validation Loss

Receipt and verification

First computed	2026-07-05T06:04:51.784152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a143d115821db1a22a6f4b5bfa28ee8d32c831c0cd70a9b1a4cdeaa292b25ca7

Aliases

arxiv: 2209.05423 · arxiv_version: 2209.05423v2 · doi: 10.48550/arxiv.2209.05423 · pith_short_12: UFB5CFMCDWY2 · pith_short_16: UFB5CFMCDWY2EKTP · pith_short_8: UFB5CFMC

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/UFB5CFMCDWY2EKTPJNN7UKHORU \
  | 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: a143d115821db1a22a6f4b5bfa28ee8d32c831c0cd70a9b1a4cdeaa292b25ca7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ce3eb06b03b78301184f06e66b3e78a8058ffd199c631dfa985145e6278f00f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2022-09-12T17:29:22Z",
    "title_canon_sha256": "61d443a0ddaafd0ad6d158134c0ae7b7dd260c85f739dffaba3a599f01cd2542"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.05423",
    "kind": "arxiv",
    "version": 2
  }
}