Pith Number

pith:3KQT5TVL

pith:2024:3KQT5TVLYONFZUVWLVALLEKY2P

not attested not anchored not stored refs pending

When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices

Mingsong Chen, Pengyu Zhang, Ting Wang, Xian Wei, Xiao Du, Yingbo Zhou, Yingjie Liu

arxiv:2405.04765 v1 · 2024-05-08 · cs.LG · cs.AI · 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{3KQT5TVLYONFZUVWLVALLEKY2P}

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	2026-07-05T08:17:04.986660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daa13eceabc39a5cd2b65d40b59158d3caa517d27977f2d6bf5d35d3dd092d62

Aliases

arxiv: 2405.04765 · arxiv_version: 2405.04765v1 · doi: 10.48550/arxiv.2405.04765 · pith_short_12: 3KQT5TVLYONF · pith_short_16: 3KQT5TVLYONFZUVW · pith_short_8: 3KQT5TVL

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/3KQT5TVLYONFZUVWLVALLEKY2P \
  | 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: daa13eceabc39a5cd2b65d40b59158d3caa517d27977f2d6bf5d35d3dd092d62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "703730ed351f1f8799c6e3395f9dc2bcb97db31f9de70dade7ab89450a6d30e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-08T02:24:09Z",
    "title_canon_sha256": "cc2392b8a2c080e7af7d3df3a2e9597f4a93070631830dab208d14ae5b6183f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04765",
    "kind": "arxiv",
    "version": 1
  }
}