Pith Number

pith:ETVEAYNV

pith:2024:ETVEAYNVZKMZM5ZAKXJILIJFF4

not attested not anchored not stored refs pending

A Mutual Information Perspective on Federated Contrastive Learning

Christos Louizos, Denis Korzhenkov, Matthias Reisser

arxiv:2405.02081 v1 · 2024-05-03 · 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{ETVEAYNVZKMZM5ZAKXJILIJFF4}

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

Enhancing Federated Quadruplet Learning: Stochastic Client Selection and Embedding Stability Analysis

Receipt and verification

First computed	2026-07-05T08:15:06.531195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24ea4061b5ca9996772055d285a1252f1872947d2c1eedd10329e1fce4ec8e1c

Aliases

arxiv: 2405.02081 · arxiv_version: 2405.02081v1 · doi: 10.48550/arxiv.2405.02081 · pith_short_12: ETVEAYNVZKMZ · pith_short_16: ETVEAYNVZKMZM5ZA · pith_short_8: ETVEAYNV

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/ETVEAYNVZKMZM5ZAKXJILIJFF4 \
  | 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: 24ea4061b5ca9996772055d285a1252f1872947d2c1eedd10329e1fce4ec8e1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00ceb472e55a44f569bbeee9ea67378ef14056d62a421c62ebeaabbfefefc8f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-03T13:15:29Z",
    "title_canon_sha256": "8f6ebe0b0c5dfdd2fabd283c1846ec576f6a5b1584abf03d10395c33967232bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02081",
    "kind": "arxiv",
    "version": 1
  }
}