Pith Number

pith:MHKCUE4K

pith:2022:MHKCUE4K6G4AFU22IB5Q5QYLPE

not attested not anchored not stored refs pending

FedADMM: A Robust Federated Deep Learning Framework with Adaptivity to System Heterogeneity

Nikolaos M. Freris, Yichuan Li, Yonghai Gong

arxiv:2204.03529 v2 · 2022-04-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MHKCUE4K6G4AFU22IB5Q5QYLPE}

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	2026-07-05T04:12:40.591262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61d42a138af1b802d35a407b0ec30b7917d64dbc13f08a84d6339ed5b92c7758

Aliases

arxiv: 2204.03529 · arxiv_version: 2204.03529v2 · doi: 10.48550/arxiv.2204.03529 · pith_short_12: MHKCUE4K6G4A · pith_short_16: MHKCUE4K6G4AFU22 · pith_short_8: MHKCUE4K

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/MHKCUE4K6G4AFU22IB5Q5QYLPE \
  | 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: 61d42a138af1b802d35a407b0ec30b7917d64dbc13f08a84d6339ed5b92c7758

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "403161ca8d863d48722e6daaffcacf26ac08c3159628071cc19ca1a345002c62",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-07T15:58:33Z",
    "title_canon_sha256": "2e06eeb4180887baae248adf2d668b510a71073bd5de4e5e852e1d46fbae5478"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.03529",
    "kind": "arxiv",
    "version": 2
  }
}