Pith Number

pith:2VFOY72Z

pith:2020:2VFOY72ZMCF2EQBXNWVSX4NK3W

not attested not anchored not stored refs pending

Reliable Post hoc Explanations: Modeling Uncertainty in Explainability

Dylan Slack, Himabindu Lakkaraju, Sameer Singh, Sophie Hilgard

arxiv:2008.05030 v4 · 2020-08-11 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2VFOY72ZMCF2EQBXNWVSX4NK3W}

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	2026-07-05T03:29:27.469974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d54aec7f59608ba240376dab2bf1aadd938454728e1bdceff170345b672125c3

Aliases

arxiv: 2008.05030 · arxiv_version: 2008.05030v4 · doi: 10.48550/arxiv.2008.05030 · pith_short_12: 2VFOY72ZMCF2 · pith_short_16: 2VFOY72ZMCF2EQBX · pith_short_8: 2VFOY72Z

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/2VFOY72ZMCF2EQBXNWVSX4NK3W \
  | 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: d54aec7f59608ba240376dab2bf1aadd938454728e1bdceff170345b672125c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71f0931380d27665d53e48f9d0909548fc4c4a79d02f3739a1517ecb04505d2e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-11T22:52:21Z",
    "title_canon_sha256": "7dbdda830e9372d885d3cc576285dc7aa5038e3db465c647749af371a07c8dc1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.05030",
    "kind": "arxiv",
    "version": 4
  }
}