Pith Number

pith:N2RCXGZC

pith:2026:N2RCXGZC2IU2BGDESGIRCZVMIR

not attested not anchored not stored refs pending

FedMTFI: Feature Importance Based Optimized Multi Teacher Knowledge Distillation in Heterogeneous Federated Learning Environment

Aaron Cummings, Bobin Deng, Nazmus Shakib Shadin, Xinyue Zhang

arxiv:2606.01607 v1 · 2026-06-01 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N2RCXGZC2IU2BGDESGIRCZVMIR}

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	2026-06-02T02:04:37.887137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ea22b9b22d229a0986491911166ac447002cf3652c5ce70ba4f2f20f9d30891

Aliases

arxiv: 2606.01607 · arxiv_version: 2606.01607v1 · doi: 10.48550/arxiv.2606.01607 · pith_short_12: N2RCXGZC2IU2 · pith_short_16: N2RCXGZC2IU2BGDE · pith_short_8: N2RCXGZC

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/N2RCXGZC2IU2BGDESGIRCZVMIR \
  | 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: 6ea22b9b22d229a0986491911166ac447002cf3652c5ce70ba4f2f20f9d30891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "223681682e68f4fc8b9871b3fdeb4ea810064e7e46ed3bf5c9c6920f0e6a6925",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T02:58:16Z",
    "title_canon_sha256": "6e357dc7e909cec3118a7ac3d0f064be04d4b26b1fdd8abebd7a02e0d210e770"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01607",
    "kind": "arxiv",
    "version": 1
  }
}