Pith Number

pith:YZFLQAA7

pith:2023:YZFLQAA7QNYTTPWUAXMEAQJPVC

not attested not anchored not stored refs pending

SensLI: Sensitivity-Based Layer Insertion for Neural Networks

Anton Schiela, Evelyn Herberg, Frederik K\"ohne, Leonie Kreis, Roland Herzog

arxiv:2311.15995 v2 · 2023-11-27 · cs.LG · math.OC

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

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\usepackage{pith}
\pithnumber{YZFLQAA7QNYTTPWUAXMEAQJPVC}

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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

1 paper in Pith

An optimal control approach for neural network architecture adaptation with a posteriori error estimation

Receipt and verification

First computed	2026-07-05T11:22:29.260821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c64ab8001f837139bed405d840412fa89a7c59b45fba0aa1177760b94c493b19

Aliases

arxiv: 2311.15995 · arxiv_version: 2311.15995v2 · doi: 10.48550/arxiv.2311.15995 · pith_short_12: YZFLQAA7QNYT · pith_short_16: YZFLQAA7QNYTTPWU · pith_short_8: YZFLQAA7

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/YZFLQAA7QNYTTPWUAXMEAQJPVC \
  | 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: c64ab8001f837139bed405d840412fa89a7c59b45fba0aa1177760b94c493b19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82402e33d887020f95cd7d9ce8d4839635c66e30437ce87c111f30f69b486091",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-27T16:44:13Z",
    "title_canon_sha256": "e14aa0b3ab3f8e83a79acfcb078b7cf2eeb641bcdb9d307f7f67344d8d4dfa83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15995",
    "kind": "arxiv",
    "version": 2
  }
}