Pith. sign in
Pith Number

pith:GDDBHLDX

pith:2020:GDDBHLDX6ZKFULZGFPSMLKBE6W
not attested not anchored not stored refs pending

Randomized Block-Diagonal Preconditioning for Parallel Learning

Aurelien Lucchi, Celestine Mendler-D\"unner

arxiv:2006.13591 v2 · 2020-06-24 · cs.LG · cs.DC · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GDDBHLDX6ZKFULZGFPSMLKBE6W}

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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 2026-07-05T01:57:17.664843Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

30c613ac77f6545a2f262be4c5a824f5a367ddc4ac9dfe89f00b47f71811e785

Aliases

arxiv: 2006.13591 · arxiv_version: 2006.13591v2 · doi: 10.48550/arxiv.2006.13591 · pith_short_12: GDDBHLDX6ZKF · pith_short_16: GDDBHLDX6ZKFULZG · pith_short_8: GDDBHLDX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GDDBHLDX6ZKFULZGFPSMLKBE6W \
  | 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: 30c613ac77f6545a2f262be4c5a824f5a367ddc4ac9dfe89f00b47f71811e785
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3f56776b4c6573a30d06fa596547e1e512f6430cb254cd9d55ccaba003a88ff9",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-24T10:12:36Z",
    "title_canon_sha256": "600e37e5a92eaadc3c68c3ace48431781d1acf789c100b2cd170093fed2ed226"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.13591",
    "kind": "arxiv",
    "version": 2
  }
}