Pith Number

pith:ZTLPQGM7

pith:2018:ZTLPQGM7C6Z6XWEIMRJHDS7IPJ

not attested not anchored not stored refs pending

Interpreting Black Box Predictions using Fisher Kernels

Been Kim, Joydeep Ghosh, Oluwasanmi Koyejo, Rajiv Khanna

arxiv:1810.10118 v1 · 2018-10-23 · cs.LG · stat.ML

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

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

A Unified Stability Analysis of SAM vs SGD: Role of Data Coherence and Emergence of Simplicity Bias

Receipt and verification

First computed	2026-05-18T00:02:24.188308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccd6f8199f17b3ebd888645271cbe87a7170d0b465fa12fd81dc2b98c7548067

Aliases

arxiv: 1810.10118 · arxiv_version: 1810.10118v1 · doi: 10.48550/arxiv.1810.10118 · pith_short_12: ZTLPQGM7C6Z6 · pith_short_16: ZTLPQGM7C6Z6XWEI · pith_short_8: ZTLPQGM7

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/ZTLPQGM7C6Z6XWEIMRJHDS7IPJ \
  | 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: ccd6f8199f17b3ebd888645271cbe87a7170d0b465fa12fd81dc2b98c7548067

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d065397a8b545a8e3821c82676ecdbb0b3473ca912bb105dcf5cfa050b2b0276",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-23T22:41:41Z",
    "title_canon_sha256": "e08e9821fa77ebdb6bf057933e1b2ba288754e55cdb64492c48d384e9e2a86ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.10118",
    "kind": "arxiv",
    "version": 1
  }
}