Pith Number

pith:FDDSUJBS

pith:2018:FDDSUJBSXXFULOMLDPGYL5ADCR

not attested not anchored not stored refs pending

Learning to Explain: An Information-Theoretic Perspective on Model Interpretation

Jianbo Chen, Le Song, Martin J. Wainwright, Michael I. Jordan

arxiv:1802.07814 v2 · 2018-02-21 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{FDDSUJBSXXFULOMLDPGYL5ADCR}

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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

4 papers in Pith

Enabling Global, Human-Centered Explanations for LLMs:From Tokens to Interpretable Code and Test Generation

A New Technique for AI Explainability using Feature Association Map

Receipt and verification

First computed	2026-05-18T00:13:17.315569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28c72a2432bdcb45b98b1bcd85f403147173a0b558dde06b7d660284ef7ac0c3

Aliases

arxiv: 1802.07814 · arxiv_version: 1802.07814v2 · doi: 10.48550/arxiv.1802.07814 · pith_short_12: FDDSUJBSXXFU · pith_short_16: FDDSUJBSXXFULOML · pith_short_8: FDDSUJBS

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/FDDSUJBSXXFULOMLDPGYL5ADCR \
  | 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: 28c72a2432bdcb45b98b1bcd85f403147173a0b558dde06b7d660284ef7ac0c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "120286b18680f39768af7eb8503e968be3e6511ced66d269a9d7bdc600dafb36",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-21T21:16:21Z",
    "title_canon_sha256": "fe02c614d8a314f1b9789c13a2bca9631884c68a09bc15ce1137d458792462c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.07814",
    "kind": "arxiv",
    "version": 2
  }
}