Pith Number

pith:53GKDZP2

pith:2024:53GKDZP2WTE7XMO7AKVTJE6HHH

not attested not anchored not stored refs pending

Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification

Christopher Mutschler, Felix Ott, Lucas Heublein, Nisha L. Raichur, Nishant S. Gaikwad, Tobias Feigl

arxiv:2410.15681 v2 · 2024-10-21 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{53GKDZP2WTE7XMO7AKVTJE6HHH}

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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

1 paper in Pith

GenAI for Energy-Efficient and Interference-Aware Compressed Sensing of GNSS Signals on a Google Edge TPU

Receipt and verification

First computed	2026-07-05T09:55:13.595183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eecca1e5fab4c9fbb1df02ab3493c739d014feac8e976f76a8617c8a0d5d86e3

Aliases

arxiv: 2410.15681 · arxiv_version: 2410.15681v2 · doi: 10.48550/arxiv.2410.15681 · pith_short_12: 53GKDZP2WTE7 · pith_short_16: 53GKDZP2WTE7XMO7 · pith_short_8: 53GKDZP2

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/53GKDZP2WTE7XMO7AKVTJE6HHH \
  | 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: eecca1e5fab4c9fbb1df02ab3493c739d014feac8e976f76a8617c8a0d5d86e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85ff9c005b04ef322cc75e10bc2d9dd7aa843b25a4d30f9c768c85f0f50ae38d",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T06:43:04Z",
    "title_canon_sha256": "0494d63075be39eb1e6b30f329e2cbec5235771557951bd91d857449a99a79d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15681",
    "kind": "arxiv",
    "version": 2
  }
}