Pith Number

pith:N7MRZV3B

pith:2020:N7MRZV3BBHC5WERLM6WT573Z7T

not attested not anchored not stored refs pending

Ensemble Distillation for Robust Model Fusion in Federated Learning

Lingjing Kong, Martin Jaggi, Sebastian U. Stich, Tao Lin

arxiv:2006.07242 v3 · 2020-06-12 · cs.LG · 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{N7MRZV3BBHC5WERLM6WT573Z7T}

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

3 papers in Pith

TallyTrain: Communication-Efficient Federated Distillation

FedQHD: Closed-Form Function-Space Federated Reinforcement Learning

HASA: Subnet Allocation for Compute-Constrained Model-Heterogeneous Federated Learning

Receipt and verification

First computed	2026-07-05T02:26:48.448731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fd91cd76109c5db122b67ad3eff79fccdc9129c88dddc6d3b6730ecb86ddefc

Aliases

arxiv: 2006.07242 · arxiv_version: 2006.07242v3 · doi: 10.48550/arxiv.2006.07242 · pith_short_12: N7MRZV3BBHC5 · pith_short_16: N7MRZV3BBHC5WERL · pith_short_8: N7MRZV3B

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/N7MRZV3BBHC5WERLM6WT573Z7T \
  | 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: 6fd91cd76109c5db122b67ad3eff79fccdc9129c88dddc6d3b6730ecb86ddefc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f768a258531620776385eebbdbbaa7c7cfeabf4dd27c3fc811e95905dbe2d315",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T14:49:47Z",
    "title_canon_sha256": "4fad72b15272ac8727fdcf12fd0ea6a32af076d408c5ca164660743c819cfb47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07242",
    "kind": "arxiv",
    "version": 3
  }
}