Pith Number

pith:6HLY4BMF

pith:2024:6HLY4BMFJWULW42YALBTEZQ7L6

not attested not anchored not stored refs pending

FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data

Anlan Yu, Shuai Zhang, Shusen Jing, Songyang Zhang

arxiv:2405.03949 v1 · 2024-05-07 · cs.LG · cs.CR · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HLY4BMFJWULW42YALBTEZQ7L6}

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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

Understanding the Robustness of Distributed Self-Supervised Learning Frameworks Against Non-IID Data

Receipt and verification

First computed	2026-07-05T08:16:29.474764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1d78e05854da8bb735802c332661f5f95707df19a8b3996a04d3c157be5bbb0

Aliases

arxiv: 2405.03949 · arxiv_version: 2405.03949v1 · doi: 10.48550/arxiv.2405.03949 · pith_short_12: 6HLY4BMFJWUL · pith_short_16: 6HLY4BMFJWULW42Y · pith_short_8: 6HLY4BMF

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/6HLY4BMFJWULW42YALBTEZQ7L6 \
  | 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: f1d78e05854da8bb735802c332661f5f95707df19a8b3996a04d3c157be5bbb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57e13f2e49d30cbbc1abd74899d0fa12f5bde771e162c0199fc62075d394fc40",
    "cross_cats_sorted": [
      "cs.CR",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-07T02:12:38Z",
    "title_canon_sha256": "d805abcb97a006afeb0f847cc374a1bb6f659d14cacf62ba4e82a48fc7ee4f92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03949",
    "kind": "arxiv",
    "version": 1
  }
}