Pith Number

pith:7KLSJRYO

pith:2021:7KLSJRYOKSCTNEVDP7RZD65FNA

not attested not anchored not stored refs pending

A Hybrid 2-stage Neural Optimization for Pareto Front Extraction

Clint Dawson, Gurpreet Singh, Matthew Lease, Soumyajit Gupta

arxiv:2101.11684 v2 · 2021-01-27 · 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{7KLSJRYOKSCTNEVDP7RZD65FNA}

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

Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives

Receipt and verification

First computed	2026-07-05T02:14:57.026434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa9724c70e54853692a37fe391fba5680f376a8903efc9bc5a3ba1ed56c75ccd

Aliases

arxiv: 2101.11684 · arxiv_version: 2101.11684v2 · doi: 10.48550/arxiv.2101.11684 · pith_short_12: 7KLSJRYOKSCT · pith_short_16: 7KLSJRYOKSCTNEVD · pith_short_8: 7KLSJRYO

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/7KLSJRYOKSCTNEVDP7RZD65FNA \
  | 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: fa9724c70e54853692a37fe391fba5680f376a8903efc9bc5a3ba1ed56c75ccd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "990fe3e7ab4af2cb787375e98d98e03ec28f00470023e7b6f4f4519c224760d6",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-27T20:56:19Z",
    "title_canon_sha256": "188b680d7c214c910127b4e38bb2fe21a9eb867b2807002d07e1ac598d122bb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.11684",
    "kind": "arxiv",
    "version": 2
  }
}