Pith Number

pith:FVTIDE4R

pith:2026:FVTIDE4R42KHATIPNICKFGJKOR

not attested not anchored not stored refs pending

Learning to Assess the Reliability of Number-of-Runs Estimation in Stochastic Optimization

Eva Tuba, Sara Gjorgjieva, Tome Eftimov

arxiv:2605.28309 v1 · 2026-05-27 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FVTIDE4R42KHATIPNICKFGJKOR}

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	2026-05-28T01:05:06.042533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d66819391e694704d0f6a04a2992a7448a9a9ebd1dc998945e1cf2fb672352d

Aliases

arxiv: 2605.28309 · arxiv_version: 2605.28309v1 · doi: 10.48550/arxiv.2605.28309 · pith_short_12: FVTIDE4R42KH · pith_short_16: FVTIDE4R42KHATIP · pith_short_8: FVTIDE4R

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/FVTIDE4R42KHATIPNICKFGJKOR \
  | 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: 2d66819391e694704d0f6a04a2992a7448a9a9ebd1dc998945e1cf2fb672352d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cca69e62c167d89201005361e05273634da74b7b8745a9fd6cbe7611ae9328a7",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T11:08:19Z",
    "title_canon_sha256": "72d50e9f9cd4bad0325f1e647e84b211eb573e6b595c6be73d49b7197848d587"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28309",
    "kind": "arxiv",
    "version": 1
  }
}