Pith Number

pith:KVGEQWSF

pith:2022:KVGEQWSFPTQXERUBCZQFVWA5OP

not attested not anchored not stored refs pending

Knowledge Distillation for Federated Learning: a Practical Guide

Alessio Mora, Irene Tenison, Irina Rish, Paolo Bellavista

arxiv:2211.04742 v2 · 2022-11-09 · 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{KVGEQWSFPTQXERUBCZQFVWA5OP}

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

2 papers in Pith

Federated Knowledge Distillation for Multi-Model Architectures Lithography Hotspot Detection

Federated Cross-Modal Retrieval with Missing Modalities via Semantic Routing and Adapter Personalization

Receipt and verification

First computed	2026-07-05T10:45:02.586151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

554c485a457ce172468116605ad81d73e549c27ab41521956c578526eb7c1573

Aliases

arxiv: 2211.04742 · arxiv_version: 2211.04742v2 · doi: 10.48550/arxiv.2211.04742 · pith_short_12: KVGEQWSFPTQX · pith_short_16: KVGEQWSFPTQXERUB · pith_short_8: KVGEQWSF

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/KVGEQWSFPTQXERUBCZQFVWA5OP \
  | 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: 554c485a457ce172468116605ad81d73e549c27ab41521956c578526eb7c1573

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4776ff46201a9aa6117fb8bd6b9f2b4428a460d3b6a2c3b5d0c05a70d4eb866f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-09T08:31:23Z",
    "title_canon_sha256": "c2a773dabcc8f38544784a5d99f7502f9b1ca84de055b147541321b3d1c8efd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04742",
    "kind": "arxiv",
    "version": 2
  }
}