pith. sign in
Pith Number

pith:LE6ZUOGZ

pith:2018:LE6ZUOGZWOWMZV3ZBVSKYRRYLJ
not attested not anchored not stored refs pending

An Overview of Computational Approaches for Interpretation Analysis

Desmond U. Patton, J\"orn Hees, Philipp Blandfort

arxiv:1811.04028 v2 · 2018-11-09 · cs.AI · cs.LG · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LE6ZUOGZWOWMZV3ZBVSKYRRYLJ}

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.
Receipt and verification
First computed 2026-05-17T23:45:25.978001Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

593d9a38d9b3acccd7790d64ac46385a47fdbacec4eef469bffc39524086c8ef

Aliases

arxiv: 1811.04028 · arxiv_version: 1811.04028v2 · doi: 10.48550/arxiv.1811.04028 · pith_short_12: LE6ZUOGZWOWM · pith_short_16: LE6ZUOGZWOWMZV3Z · pith_short_8: LE6ZUOGZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LE6ZUOGZWOWMZV3ZBVSKYRRYLJ \
  | 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: 593d9a38d9b3acccd7790d64ac46385a47fdbacec4eef469bffc39524086c8ef
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4b10c7d17f4b1d861bd16a7c1f582e8c35cf688b87b570f6aaa9d36b4928256c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-11-09T17:25:25Z",
    "title_canon_sha256": "8daf227543b60921112b2f77521fd5fd8417e7bf5951d44b94303dc3225c48af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.04028",
    "kind": "arxiv",
    "version": 2
  }
}