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Pith Number

pith:L6VR5NL2

pith:2018:L6VR5NL2EKXULRGKACQ7QB4FLM
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Gaussian Process Behaviour in Wide Deep Neural Networks

Alexander G. de G. Matthews, Jiri Hron, Mark Rowland, Richard E. Turner, Zoubin Ghahramani

arxiv:1804.11271 v2 · 2018-04-30 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{L6VR5NL2EKXULRGKACQ7QB4FLM}

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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

6 papers in Pith

Viability of perturbative expansion for quantum field theories on neurons
The Neural Tangent Kernel for Classification
Optimal Architecture and Fundamental Bounds in Neural Network Field Theory
Stochastic Scaling Limits and Synchronization by Noise in Deep Transformer Models
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference
Receipt and verification
First computed 2026-05-18T00:08:00.379734Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5fab1eb57a22af45c4ca00a1f807855b2924ad7144ad783114c7a7790ae85c1a

Aliases

arxiv: 1804.11271 · arxiv_version: 1804.11271v2 · doi: 10.48550/arxiv.1804.11271 · pith_short_12: L6VR5NL2EKXU · pith_short_16: L6VR5NL2EKXULRGK · pith_short_8: L6VR5NL2
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/L6VR5NL2EKXULRGKACQ7QB4FLM \
  | 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: 5fab1eb57a22af45c4ca00a1f807855b2924ad7144ad783114c7a7790ae85c1a
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "945992acc987a0bbfc3dc994e00d26e277deaa1da91cdfaefb1902c8311d27c9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-04-30T15:21:23Z",
    "title_canon_sha256": "9da5efbbebb72d16786436d83fdc07be7a7e3237d976bdb1cf137af91c6cfb98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.11271",
    "kind": "arxiv",
    "version": 2
  }
}