Pith Number

pith:GP2IXYMN

pith:2018:GP2IXYMNDEUDUYDHIOY6EVBIIQ

not attested not anchored not stored refs pending

Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD

Gauri Joshi, Jianyu Wang

arxiv:1810.08313 v2 · 2018-10-19 · cs.LG · cs.DC · 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{GP2IXYMNDEUDUYDHIOY6EVBIIQ}

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.

Receipt and verification

First computed	2026-05-17T23:51:52.403451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33f48be18d19283a606743b1e25428443f098e72d122dc370b3a0c7188198c3f

Aliases

arxiv: 1810.08313 · arxiv_version: 1810.08313v2 · doi: 10.48550/arxiv.1810.08313 · pith_short_12: GP2IXYMNDEUD · pith_short_16: GP2IXYMNDEUDUYDH · pith_short_8: GP2IXYMN

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/GP2IXYMNDEUDUYDHIOY6EVBIIQ \
  | 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: 33f48be18d19283a606743b1e25428443f098e72d122dc370b3a0c7188198c3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39adefd327fb1ce2f4539978708d3b25f0d54bd73b95d0e5dacd28a123d059f2",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-19T00:04:05Z",
    "title_canon_sha256": "06f03cda5b0bf9badb695789815089d869b3e6e222f64b311096fd666239366d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.08313",
    "kind": "arxiv",
    "version": 2
  }
}