Pith Number

pith:3TPTJS7W

pith:2020:3TPTJS7WDFTJJILFBEIYMSTOQ6

not attested not anchored not stored refs pending

Communication-Efficient Federated Distillation

Arturo Marban, Felix Sattler, Roman Rischke, Wojciech Samek

arxiv:2012.00632 v1 · 2020-12-01 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3TPTJS7WDFTJJILFBEIYMSTOQ6}

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

Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions

Federated Distillation on Edge Devices: Efficient Client-Side Filtering for Non-IID Data

Receipt and verification

First computed	2026-07-05T01:56:18.418541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcdf34cbf6196694a1650911864a6e87b7dfa1f87c6d57e6748b0a9a597fdcb0

Aliases

arxiv: 2012.00632 · arxiv_version: 2012.00632v1 · doi: 10.48550/arxiv.2012.00632 · pith_short_12: 3TPTJS7WDFTJ · pith_short_16: 3TPTJS7WDFTJJILF · pith_short_8: 3TPTJS7W

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/3TPTJS7WDFTJJILFBEIYMSTOQ6 \
  | 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: dcdf34cbf6196694a1650911864a6e87b7dfa1f87c6d57e6748b0a9a597fdcb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81647ecb7f4caf2899bc1573a5b17f1de68ca9a42632fd6c67a5efc82fadeda8",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-01T16:57:25Z",
    "title_canon_sha256": "3e2c3e7f725d440ac0984a3e689760f8d8ce960dc5383171b4c6d53fb6808b74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.00632",
    "kind": "arxiv",
    "version": 1
  }
}