Pith Number

pith:KUQDF3HM

pith:2022:KUQDF3HM42XKY22K5EQH7UDSCT

not attested not anchored not stored refs pending

Distributed Non-Convex Optimization with One-Bit Compressors on Heterogeneous Data: Efficient and Resilient Algorithms

Lili Su, Ming Xiang

arxiv:2210.00665 v2 · 2022-10-03 · cs.LG · cs.CR · 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{KUQDF3HM42XKY22K5EQH7UDSCT}

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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

Lions and Muons: Optimization via Stochastic Frank-Wolfe under Heavy-Tailed Noise

Receipt and verification

First computed	2026-07-05T05:43:15.719554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

552032ecece6aeac6b4ae9207fd07214f1739a8ad22cf672afd8bfd29c2b6a8b

Aliases

arxiv: 2210.00665 · arxiv_version: 2210.00665v2 · doi: 10.48550/arxiv.2210.00665 · pith_short_12: KUQDF3HM42XK · pith_short_16: KUQDF3HM42XKY22K · pith_short_8: KUQDF3HM

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/KUQDF3HM42XKY22K5EQH7UDSCT \
  | 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: 552032ecece6aeac6b4ae9207fd07214f1739a8ad22cf672afd8bfd29c2b6a8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b57df3470a5a1d1658491e99fb09783c4189c57c850de77d39d4c9de4aec524f",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-03T00:44:09Z",
    "title_canon_sha256": "cd1b3f6ba44f057c90831e68e5337dd21139fe210db1568c87822c4a54ba2bbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00665",
    "kind": "arxiv",
    "version": 2
  }
}