Pith. sign in
Pith Number

pith:QDPTJYRZ

pith:2019:QDPTJYRZG55744EL3DK4SC4XOX
not attested not anchored not stored refs pending

Approximate Inference Turns Deep Networks into Gaussian Processes

Alexander Immer, Ehsan Abedi, Maciej Korzepa, Mohammad Emtiyaz Khan

arxiv:1906.01930 v3 · 2019-06-05 · stat.ML · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QDPTJYRZG55744EL3DK4SC4XOX}

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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 2026-07-05T01:20:10.918441Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

80df34e239377bfe708bd8d5c90b9775d7f3b6dcb17198f000815e6a263ebb80

Aliases

arxiv: 1906.01930 · arxiv_version: 1906.01930v3 · doi: 10.48550/arxiv.1906.01930 · pith_short_12: QDPTJYRZG557 · pith_short_16: QDPTJYRZG55744EL · pith_short_8: QDPTJYRZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QDPTJYRZG55744EL3DK4SC4XOX \
  | 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: 80df34e239377bfe708bd8d5c90b9775d7f3b6dcb17198f000815e6a263ebb80
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bbb91f2f5c677185d6de44bd873d9fa415e00049d7efda50c43945f485970d4a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-05T10:43:20Z",
    "title_canon_sha256": "dc7e997693f3b3f0b71691b92c9f5c56f21e88a268e85e90392b89bab6d5c5b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01930",
    "kind": "arxiv",
    "version": 3
  }
}