Pith Number

pith:G6VOJXEL

pith:2026:G6VOJXELANCWEZMDDJOYBGDM45

not attested not anchored not stored refs pending

Quantization in Federated Learning: Methods, Challenges and Future Directions

Antonella Guzzo, Dipanwita Thakur, Farwa Ikram, Giancarlo Fortino

arxiv:2606.26822 v1 · 2026-06-25 · 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{G6VOJXELANCWEZMDDJOYBGDM45}

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	2026-06-26T01:16:00.859775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37aae4dc8b03456265831a5d80986ce74026f97bb4d46080f7ae1d4b08ae14dc

Aliases

arxiv: 2606.26822 · arxiv_version: 2606.26822v1 · doi: 10.48550/arxiv.2606.26822 · pith_short_12: G6VOJXELANCW · pith_short_16: G6VOJXELANCWEZMD · pith_short_8: G6VOJXEL

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/G6VOJXELANCWEZMDDJOYBGDM45 \
  | 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: 37aae4dc8b03456265831a5d80986ce74026f97bb4d46080f7ae1d4b08ae14dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fde0cd037440060ce681ee7b5ed0633b4a022e09b644ba7071c9fb98849f048",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-25T10:03:55Z",
    "title_canon_sha256": "24d40f834d6c2bb339914bd6dc5dfa1fed58c8d303c8ca4ff700ff9e8c05b952"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26822",
    "kind": "arxiv",
    "version": 1
  }
}