Pith Number

pith:KOQFE6CO

pith:2018:KOQFE6COEU75U7XS3PUONWTTN3

not attested not anchored not stored refs pending

Hierarchical interpretations for neural network predictions

Bin Yu, Chandan Singh, W. James Murdoch

arxiv:1806.05337 v2 · 2018-06-14 · cs.LG · cs.AI · cs.CL · cs.CV · 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{KOQFE6COEU75U7XS3PUONWTTN3}

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

H-Sets: Hessian-Guided Discovery of Set-Level Feature Interactions in Image Classifiers

Receipt and verification

First computed	2026-05-17T23:56:15.107232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53a052784e253fda7ef2dbe8e6da736ec0aba626cb889c179619aecee705c8bd

Aliases

arxiv: 1806.05337 · arxiv_version: 1806.05337v2 · doi: 10.48550/arxiv.1806.05337 · pith_short_12: KOQFE6COEU75 · pith_short_16: KOQFE6COEU75U7XS · pith_short_8: KOQFE6CO

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/KOQFE6COEU75U7XS3PUONWTTN3 \
  | 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: 53a052784e253fda7ef2dbe8e6da736ec0aba626cb889c179619aecee705c8bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c64b421660f984d3f970a44e0a313df3f74084f61f0ee81453c98f64cc9e3d15",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-14T02:41:03Z",
    "title_canon_sha256": "66942914ced2ebf03a6677b8ded57eddca99c56b19a126f2a6d149793dc398d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05337",
    "kind": "arxiv",
    "version": 2
  }
}