Pith Number

pith:5Z6P3Z7H

pith:2024:5Z6P3Z7HZD263H6GPWDFCY6LWP

not attested not anchored not stored refs pending

Dual-Delayed Asynchronous SGD for Arbitrarily Heterogeneous Data

Hoi-To Wai, Jun Zhang, Xiaolu Wang, Yuchang Sun

arxiv:2405.16966 v1 · 2024-05-27 · 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{5Z6P3Z7HZD263H6GPWDFCY6LWP}

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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

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity

Receipt and verification

First computed	2026-07-05T08:23:38.199606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee7cfde7e7c8f5ed9fc67d865163cbb3e3abd2b5ae3d831e3f78fb052f9a46ef

Aliases

arxiv: 2405.16966 · arxiv_version: 2405.16966v1 · doi: 10.48550/arxiv.2405.16966 · pith_short_12: 5Z6P3Z7HZD26 · pith_short_16: 5Z6P3Z7HZD263H6G · pith_short_8: 5Z6P3Z7H

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/5Z6P3Z7HZD263H6GPWDFCY6LWP \
  | 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: ee7cfde7e7c8f5ed9fc67d865163cbb3e3abd2b5ae3d831e3f78fb052f9a46ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "337b5db1127e73af42607ad990812df8f86cdaee62eb55f0246832c11b69291f",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T09:00:30Z",
    "title_canon_sha256": "ba9d099f1bed072405b0e6dffee6caaea47058032ce455e30d3a14044b5035ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16966",
    "kind": "arxiv",
    "version": 1
  }
}