Pith. sign in
Pith Number

pith:FKGKNH7D

pith:2021:FKGKNH7DSPIZFFW7S5WBKSUTG4
not attested not anchored not stored refs pending

A Rate-Distortion Framework for Explaining Black-box Model Decisions

Duc Anh Nguyen, Gitta Kutyniok, Joan Bruna, Ron Levie, Stefan Kolek

arxiv:2110.08252 v1 · 2021-10-12 · cs.LG · cs.AI · cs.IT · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FKGKNH7DSPIZFFW7S5WBKSUTG4}

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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.
Receipt and verification
First computed 2026-07-05T03:23:15.748375Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2a8ca69fe393d19296df976c154a933716f01845c9ca8f8a83cb7912d8bd19de

Aliases

arxiv: 2110.08252 · arxiv_version: 2110.08252v1 · doi: 10.48550/arxiv.2110.08252 · pith_short_12: FKGKNH7DSPIZ · pith_short_16: FKGKNH7DSPIZFFW7 · pith_short_8: FKGKNH7D
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FKGKNH7DSPIZFFW7S5WBKSUTG4 \
  | 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: 2a8ca69fe393d19296df976c154a933716f01845c9ca8f8a83cb7912d8bd19de
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "630d5df93bfd7a6d5a89b5bc43bc95b2a3f64dae8037f38b1a1633aa206a4dbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-12T12:17:04Z",
    "title_canon_sha256": "5e6390f15380f11afe779baf54465219035b7852e32eec3fa42007115b2f836b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.08252",
    "kind": "arxiv",
    "version": 1
  }
}