Pith Number

pith:KMIGXJII

pith:2024:KMIGXJIIPSOHX6WVWPM2EAAQTC

not attested not anchored not stored refs pending

Federated Communication-Efficient Multi-Objective Optimization

Baris Askin, Carlee Joe-Wong, Gauri Joshi, Pranay Sharma

arxiv:2410.16398 v2 · 2024-10-21 · cs.LG · 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{KMIGXJIIPSOHX6WVWPM2EAAQTC}

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	2026-07-05T10:51:27.044270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53106ba5087c9c7bfad5b3d9a2001098a10bdcac7971a34e87ee9f7edb69cb13

Aliases

arxiv: 2410.16398 · arxiv_version: 2410.16398v2 · doi: 10.48550/arxiv.2410.16398 · pith_short_12: KMIGXJIIPSOH · pith_short_16: KMIGXJIIPSOHX6WV · pith_short_8: KMIGXJII

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/KMIGXJIIPSOHX6WVWPM2EAAQTC \
  | 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: 53106ba5087c9c7bfad5b3d9a2001098a10bdcac7971a34e87ee9f7edb69cb13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83e3a36f8a1664393b2c3574d5828652bcbb437c3ad9a52c2829cf19d9672db2",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T18:09:22Z",
    "title_canon_sha256": "38ea9b14418d4dd380c4ac80fec8354e938894abfc10b0ba65fc23c05e637a92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16398",
    "kind": "arxiv",
    "version": 2
  }
}