Pith Number

pith:6EXCAQJN

pith:2024:6EXCAQJNYVCLNWIKL7L4HUO3DP

not attested not anchored not stored refs pending

Task Arithmetic Through The Lens Of One-Shot Federated Learning

Ian Mason, Sanjeev Kulkarni, Xavier Boix, Zhixu Silvia Tao

arxiv:2411.18607 v2 · 2024-11-27 · 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{6EXCAQJNYVCLNWIKL7L4HUO3DP}

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

1 paper in Pith

FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA

Receipt and verification

First computed	2026-07-05T11:35:11.258022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f12e20412dc544b6d90a5fd7c3d1db1bcd137e861083f833897214ccc1270414

Aliases

arxiv: 2411.18607 · arxiv_version: 2411.18607v2 · doi: 10.48550/arxiv.2411.18607 · pith_short_12: 6EXCAQJNYVCL · pith_short_16: 6EXCAQJNYVCLNWIK · pith_short_8: 6EXCAQJN

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/6EXCAQJNYVCLNWIKL7L4HUO3DP \
  | 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: f12e20412dc544b6d90a5fd7c3d1db1bcd137e861083f833897214ccc1270414

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93f7d61e7330f6df1865d978b670607310ba0d31d212f8ee8b607e7d4b584427",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T18:53:41Z",
    "title_canon_sha256": "3ec9e16383d030c736fed9631f6b990326d948a3f00d71e90725943f77c3de5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18607",
    "kind": "arxiv",
    "version": 2
  }
}