Pith Number

pith:DK6VYV6H

pith:2023:DK6VYV6HIN4F6H4UXWES6BTHCX

not attested not anchored not stored refs pending

Stochastic Optimization under Hidden Convexity

Ilyas Fatkhullin, Niao He, Yifan Hu

arxiv:2401.00108 v2 · 2023-12-30 · math.OC · cs.CC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DK6VYV6HIN4F6H4UXWES6BTHCX}

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

Mathematical methods of reinforcement learning

Receipt and verification

First computed	2026-07-05T09:33:27.947762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1abd5c57c743785f1f94bd892f066715f0ad4c48199391bbef607b815a705626

Aliases

arxiv: 2401.00108 · arxiv_version: 2401.00108v2 · doi: 10.48550/arxiv.2401.00108 · pith_short_12: DK6VYV6HIN4F · pith_short_16: DK6VYV6HIN4F6H4U · pith_short_8: DK6VYV6H

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/DK6VYV6HIN4F6H4UXWES6BTHCX \
  | 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: 1abd5c57c743785f1f94bd892f066715f0ad4c48199391bbef607b815a705626

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75a2a13606a800c38ca129f8b9f392ec94553b303946bc63b667e131fa08a713",
    "cross_cats_sorted": [
      "cs.CC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-12-30T01:09:29Z",
    "title_canon_sha256": "afdba38238897b01e187a6e77ac2ed1ccc6b48c20d684fb4dce68da8178f4a26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.00108",
    "kind": "arxiv",
    "version": 2
  }
}