Pith Number

pith:ZGWGFK2B

pith:2022:ZGWGFK2BQ6DFWGXD6TRO46EEAV

not attested not anchored not stored refs pending

Boundary-Aware Uncertainty for Feature Attribution Explainers

Aria Masoomi, Davin Hill, Jennifer Dy, Max Torop, Sandesh Ghimire

arxiv:2210.02419 v5 · 2022-10-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZGWGFK2BQ6DFWGXD6TRO46EEAV}

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

On Spectral Properties of Gradient-based Explanation Methods

Receipt and verification

First computed	2026-07-05T07:51:24.664960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9ac62ab4187865b1ae3f4e2ee788405477b0cffce4dafbb55e43699517a3420

Aliases

arxiv: 2210.02419 · arxiv_version: 2210.02419v5 · doi: 10.48550/arxiv.2210.02419 · pith_short_12: ZGWGFK2BQ6DF · pith_short_16: ZGWGFK2BQ6DFWGXD · pith_short_8: ZGWGFK2B

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/ZGWGFK2BQ6DFWGXD6TRO46EEAV \
  | 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: c9ac62ab4187865b1ae3f4e2ee788405477b0cffce4dafbb55e43699517a3420

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "487ac182e89cf0ec4c24b3aee712965a32d1e1c6df2378eb6296a25b848cd759",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-05T17:37:14Z",
    "title_canon_sha256": "e05b83b9ce16f469db8875fe443532039bbfe60e3dc29db8262113b95b8f7009"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02419",
    "kind": "arxiv",
    "version": 5
  }
}