Pith Number

pith:LH6IO3N2

pith:2023:LH6IO3N2YU65H3PR427BXH5DBI

not attested not anchored not stored refs pending

Robust Ante-hoc Graph Explainer using Bilevel Optimization

Ambuj Singh, Arlei Lopes Da Silva, Kha-Dinh Luong, Mert Kosan

arxiv:2305.15745 v2 · 2023-05-25 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LH6IO3N2YU65H3PR427BXH5DBI}

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

Evaluating Data Influence in Meta Learning

Receipt and verification

First computed	2026-07-05T08:27:22.326385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59fc876dbac53dd3edf1e6be1b9fa30a0c089335db5a439e1dc9495d5085c697

Aliases

arxiv: 2305.15745 · arxiv_version: 2305.15745v2 · doi: 10.48550/arxiv.2305.15745 · pith_short_12: LH6IO3N2YU65 · pith_short_16: LH6IO3N2YU65H3PR · pith_short_8: LH6IO3N2

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/LH6IO3N2YU65H3PR427BXH5DBI \
  | 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: 59fc876dbac53dd3edf1e6be1b9fa30a0c089335db5a439e1dc9495d5085c697

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "828755de0f5d95ccea91d6bddf413d957d691709a756a2cd76a96b8d3d49aa69",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-25T05:50:38Z",
    "title_canon_sha256": "c89c50302558f12462e5068ac8a574ce9d04665158ec6efda025aba839430293"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15745",
    "kind": "arxiv",
    "version": 2
  }
}