Pith Number

pith:DMRMVVN7

pith:2022:DMRMVVN74S3SZ4HE67CVPLRQW3

not attested not anchored not stored refs pending

Optimization on Manifolds via Graph Gaussian Processes

Daniel Sanz-Alonso, Hwanwoo Kim, Ruiyi Yang

arxiv:2210.10962 v3 · 2022-10-20 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DMRMVVN74S3SZ4HE67CVPLRQW3}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Concentration Inequalities for Sample Cross-Covariances

Receipt and verification

First computed	2026-07-05T07:10:45.420631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b22cad5bfe4b72cf0e4f7c557ae30b6d339bd00a980b129c5f9c7bd725e1b3b

Aliases

arxiv: 2210.10962 · arxiv_version: 2210.10962v3 · doi: 10.48550/arxiv.2210.10962 · pith_short_12: DMRMVVN74S3S · pith_short_16: DMRMVVN74S3SZ4HE · pith_short_8: DMRMVVN7

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/DMRMVVN74S3SZ4HE67CVPLRQW3 \
  | 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: 1b22cad5bfe4b72cf0e4f7c557ae30b6d339bd00a980b129c5f9c7bd725e1b3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3980c4369e9180760ad4c6c8ea7181aee7675406cfcaaf2f6dd98541ee5d0f8c",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-10-20T02:15:34Z",
    "title_canon_sha256": "e4c88295fb0336dd67c76abb0dc647a126a7b06397ddae14c5a05ec179966b58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10962",
    "kind": "arxiv",
    "version": 3
  }
}