Pith Number

pith:A7I7HD76

pith:2024:A7I7HD76JQAMWBIJX4MILLBYAG

not attested not anchored not stored refs pending

Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation

Jalal Fadili, Michael Sucker, Peter Ochs

arxiv:2404.03290 v2 · 2024-04-04 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A7I7HD76JQAMWBIJX4MILLBYAG}

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

Deep Distributed Optimization for Large-Scale Quadratic Programming

Receipt and verification

First computed	2026-07-05T10:19:23.186403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07d1f38ffe4c00cb0509bf1885ac3801a4d3be67489ce8918287b2fb9fccaa43

Aliases

arxiv: 2404.03290 · arxiv_version: 2404.03290v2 · doi: 10.48550/arxiv.2404.03290 · pith_short_12: A7I7HD76JQAM · pith_short_16: A7I7HD76JQAMWBIJ · pith_short_8: A7I7HD76

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/A7I7HD76JQAMWBIJX4MILLBYAG \
  | 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: 07d1f38ffe4c00cb0509bf1885ac3801a4d3be67489ce8918287b2fb9fccaa43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0cab153c3dff88b9875c819421e5010604daf93fae8edcdabf2c5210ed5ff0b",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-04T08:24:57Z",
    "title_canon_sha256": "a484187555e62ec8d1eb1811e036be266712abfcd5956f1df10a80844eaeaaea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.03290",
    "kind": "arxiv",
    "version": 2
  }
}