Pith Number

pith:IPKPY7WX

pith:2020:IPKPY7WXJTH67JGJINNLHOUMAZ

not attested not anchored not stored refs pending

Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo

Lingjiong Zhu, Mert G\"urb\"uzbalaban, Xuefeng Gao, Yuanhan Hu

arxiv:2007.00590 v4 · 2020-07-01 · stat.ML · 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{IPKPY7WXJTH67JGJINNLHOUMAZ}

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

Bayesian Federated Learning for Continual Training

Receipt and verification

First computed	2026-07-05T03:09:15.646464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43d4fc7ed74ccfefa4c9435ab3ba8c0642714ea0257a2028ebd80a836b8ccf72

Aliases

arxiv: 2007.00590 · arxiv_version: 2007.00590v4 · doi: 10.48550/arxiv.2007.00590 · pith_short_12: IPKPY7WXJTH6 · pith_short_16: IPKPY7WXJTH67JGJ · pith_short_8: IPKPY7WX

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/IPKPY7WXJTH67JGJINNLHOUMAZ \
  | 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: 43d4fc7ed74ccfefa4c9435ab3ba8c0642714ea0257a2028ebd80a836b8ccf72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1836e4640fff4da25d65d33342c6827c2385bea1520621c5a3fd5787c6e4333",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-07-01T16:26:00Z",
    "title_canon_sha256": "c05ad9357f4d8f40fd7f62c67b52cbb76f8458d94b8ee79ffc1d3cc96a8633ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.00590",
    "kind": "arxiv",
    "version": 4
  }
}