Pith. sign in
Pith Number

pith:CGXHKH2O

pith:2026:CGXHKH2ONFMGHLT4OXCOWVEJRR
not attested not anchored not stored refs pending

Capacity Confounds and Coverage Guarantees in Adaptive Sub-model Federated Learning

Alicia Troncoso Lora, Alireza Moayedikia

arxiv:2608.07157 v1 · 2026-08-07 · cs.LG · cs.DC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CGXHKH2ONFMGHLT4OXCOWVEJRR}

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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.
Receipt and verification
First computed 2026-08-10T01:14:28.677871Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

11ae751f4e695863ae7c75c4eb54898c602947819486db31ca4d09caedb6662a

Aliases

arxiv: 2608.07157 · arxiv_version: 2608.07157v1 · doi: 10.48550/arxiv.2608.07157 · pith_short_12: CGXHKH2ONFMG · pith_short_16: CGXHKH2ONFMGHLT4 · pith_short_8: CGXHKH2O
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CGXHKH2ONFMGHLT4OXCOWVEJRR \
  | 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: 11ae751f4e695863ae7c75c4eb54898c602947819486db31ca4d09caedb6662a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "90c2d4c4f7a473917d08221c45399d318e738be4013a11968c35a7aa9c945497",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-07T12:26:03Z",
    "title_canon_sha256": "e0da655c340399c03111d2c1b4d07ab729d881e3df01a7b41bc00bd22c057693"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07157",
    "kind": "arxiv",
    "version": 1
  }
}