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Pith Number

pith:TURX42GQ

pith:2025:TURX42GQ5SX5LWN5RARHWN7JEP
not attested not anchored not stored refs pending

Gaussian Processes and Reproducing Kernels: Connections and Equivalences

Bharath K. Sriperumbudur, Dino Sejdinovic, Motonobu Kanagawa, Philipp Hennig

arxiv:2506.17366 v1 · 2025-06-20 · stat.ML · cs.LG · cs.NA · math.NA · math.PR · math.ST · stat.TH

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Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{TURX42GQ5SX5LWN5RARHWN7JEP}

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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

5 papers in Pith

A unified perspective of Gaussian process approximation for differential equations
Bayesian Optimization on the Equilibrium Manifold
On Uniform Error Bounds for Kernel Regression under Non-Gaussian Noise
Active Learning for Gaussian Process Regression Under Self-Induced Boltzmann Weights
Dynamic Regret for Online Regression in RKHS via Discounted VAW and Subspace Approximation
Receipt and verification
First computed 2026-07-05T11:25:16.625565Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9d237e68d0ecafd5d9bd88227b37e923ef2a737c358d3f43acc92a064636dcc4

Aliases

arxiv: 2506.17366 · arxiv_version: 2506.17366v1 · doi: 10.48550/arxiv.2506.17366 · pith_short_12: TURX42GQ5SX5 · pith_short_16: TURX42GQ5SX5LWN5 · pith_short_8: TURX42GQ
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/TURX42GQ5SX5LWN5RARHWN7JEP \
  | 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: 9d237e68d0ecafd5d9bd88227b37e923ef2a737c358d3f43acc92a064636dcc4
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "66a4c316a4b638df14e4e3f295c1940d69fc12f14cd0b7bafa93d9a449626b12",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-20T12:08:18Z",
    "title_canon_sha256": "2275bbe112992226d60d46df24e351062f65ea0c9b0fab2b3fc2c2716c57e7c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17366",
    "kind": "arxiv",
    "version": 1
  }
}