Pith Number

pith:X5GRMVJ7

pith:2023:X5GRMVJ7A7GQY6VED5O7K7LA5D

not attested not anchored not stored refs pending

CEDAS: A Compressed Decentralized Stochastic Gradient Method with Improved Convergence

Kun Huang, Shi Pu

arxiv:2301.05872 v3 · 2023-01-14 · math.OC · cs.DC · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X5GRMVJ7A7GQY6VED5O7K7LA5D}

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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

Distributed Normal Map-based Stochastic Proximal Gradient Methods over Networks

Receipt and verification

First computed	2026-07-05T09:12:52.550807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf4d16553f07cd0c7aa41f5df57d60e8ed8fa4bcc5d622aa5567723b0225a457

Aliases

arxiv: 2301.05872 · arxiv_version: 2301.05872v3 · doi: 10.48550/arxiv.2301.05872 · pith_short_12: X5GRMVJ7A7GQ · pith_short_16: X5GRMVJ7A7GQY6VE · pith_short_8: X5GRMVJ7

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/X5GRMVJ7A7GQY6VED5O7K7LA5D \
  | 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: bf4d16553f07cd0c7aa41f5df57d60e8ed8fa4bcc5d622aa5567723b0225a457

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a699a6c5a881f266ff42833ca3f3ff8c7eef381f5579202550a37956301941d",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-01-14T09:49:15Z",
    "title_canon_sha256": "a50d4e3d15db74337ee8642aad67cd33bfeb25abefa8c0b0a5054d1c5c74de98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.05872",
    "kind": "arxiv",
    "version": 3
  }
}