Pith Number

pith:PLTP73Y6

pith:2023:PLTP73Y6R57GOGX6AADLTNGXHQ

not attested not anchored not stored refs pending

Stochastic Gradient Descent for Gaussian Processes Done Right

Alexander Terenin, Austin Tripp, Csaba Szepesv\'ari, David Janz, Javier Antor\'an, Jihao Andreas Lin, Jos\'e Miguel Hern\'andez-Lobato, Shreyas Padhy

arxiv:2310.20581 v2 · 2023-10-31 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLTP73Y6R57GOGX6AADLTNGXHQ}

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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

From Local Interactions to Global Operators: Scalable Gaussian Process Operator for Physical Systems

Receipt and verification

First computed	2026-07-05T10:17:05.584578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ae6ffef1e8f7e671afe0006b9b4d73c2080eec26287c049fea79ffed2d4235e

Aliases

arxiv: 2310.20581 · arxiv_version: 2310.20581v2 · doi: 10.48550/arxiv.2310.20581 · pith_short_12: PLTP73Y6R57G · pith_short_16: PLTP73Y6R57GOGX6 · pith_short_8: PLTP73Y6

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/PLTP73Y6R57GOGX6AADLTNGXHQ \
  | 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: 7ae6ffef1e8f7e671afe0006b9b4d73c2080eec26287c049fea79ffed2d4235e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c8e628edcdba9ea82ad5037c5df29dda2b1fe3c9ad2e0e6c228598d1b7307bc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-31T16:15:13Z",
    "title_canon_sha256": "cd0517924441297dad44b2465af9df75a95609a21b5adc54b43a0eea9916dd25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20581",
    "kind": "arxiv",
    "version": 2
  }
}