Pith Number

pith:DP4ENAWI

pith:2021:DP4ENAWILS3XHIPCPZHDSNOBKU

not attested not anchored not stored refs pending

Distributed Zeroth-Order Stochastic Optimization in Time-varying Networks

Mohamad Assaad, Wenjie Li

arxiv:2105.12597 v1 · 2021-05-26 · math.OC · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DP4ENAWILS3XHIPCPZHDSNOBKU}

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.

Cited by

1 paper in Pith

Unlocking TriLevel Learning with Level-Wise Zeroth Order Constraints: Distributed Algorithms and Provable Non-Asymptotic Convergence

Receipt and verification

First computed	2026-07-05T02:43:40.531876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bf84682c85cb773a1e27e4e3935c1552f7f455aa47e471c5a565a6687582106

Aliases

arxiv: 2105.12597 · arxiv_version: 2105.12597v1 · doi: 10.48550/arxiv.2105.12597 · pith_short_12: DP4ENAWILS3X · pith_short_16: DP4ENAWILS3XHIPC · pith_short_8: DP4ENAWI

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/DP4ENAWILS3XHIPCPZHDSNOBKU \
  | 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: 1bf84682c85cb773a1e27e4e3935c1552f7f455aa47e471c5a565a6687582106

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0976b9652372b16cbbb662a606649ff3d39eac1022e09631513fd19ac5b1949",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-05-26T14:54:07Z",
    "title_canon_sha256": "627b49d16e3a68a09d92a039f183e5a88741ca0cd2865c86fa76b834ff046c55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.12597",
    "kind": "arxiv",
    "version": 1
  }
}