Pith Number

pith:R2S7NCM4

pith:2021:R2S7NCM4FSYVNVLO4YMP5GQFNU

not attested not anchored not stored refs pending

Self-Evolutionary Optimization for Pareto Front Learning

Jiho Jang, KiYoon Yoo, Nojun Kwak, Simyung Chang

arxiv:2110.03461 v1 · 2021-10-07 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R2S7NCM4FSYVNVLO4YMP5GQFNU}

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

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning

Receipt and verification

First computed	2026-07-05T03:20:43.051096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ea5f6899c2cb156d56ee618fe9a056d0deb18c92d02e02fa341df43ada473ad

Aliases

arxiv: 2110.03461 · arxiv_version: 2110.03461v1 · doi: 10.48550/arxiv.2110.03461 · pith_short_12: R2S7NCM4FSYV · pith_short_16: R2S7NCM4FSYVNVLO · pith_short_8: R2S7NCM4

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/R2S7NCM4FSYVNVLO4YMP5GQFNU \
  | 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: 8ea5f6899c2cb156d56ee618fe9a056d0deb18c92d02e02fa341df43ada473ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a303417a09330900c13ad0d2a94b11c2bc024337337b2da4ad8bc602527c71af",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-10-07T13:38:57Z",
    "title_canon_sha256": "72a2b10c5b16b40e1e709b3f7897b54ae78065cf45e04949f9a5e77586e877ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03461",
    "kind": "arxiv",
    "version": 1
  }
}