Pith Number

pith:JOZT2HXB

pith:2023:JOZT2HXBTBN5IU63ZPEG3FILHA

not attested not anchored not stored refs pending

Coordinated Replay Sample Selection for Continual Federated Learning

Charith Peris, Christophe Dupuy, Clement Chung, Jack Good, Jimit Majmudar, Jixuan Wang, Rahul Gupta, Richard Zemel

arxiv:2310.15054 v1 · 2023-10-23 · 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{JOZT2HXBTBN5IU63ZPEG3FILHA}

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

Federated Continual Learning: Concepts, Challenges, and Solutions

Receipt and verification

First computed	2026-07-05T07:04:05.321548Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bb33d1ee1985bd453dbcbc86d950b383a84c3c3aacd73a18a2d3a0d89b2d49e

Aliases

arxiv: 2310.15054 · arxiv_version: 2310.15054v1 · doi: 10.48550/arxiv.2310.15054 · pith_short_12: JOZT2HXBTBN5 · pith_short_16: JOZT2HXBTBN5IU63 · pith_short_8: JOZT2HXB

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/JOZT2HXBTBN5IU63ZPEG3FILHA \
  | 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: 4bb33d1ee1985bd453dbcbc86d950b383a84c3c3aacd73a18a2d3a0d89b2d49e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5401ed48ce87f200b73fb768c9c8721bcbb14b178b13672c7d0efb76e3af9308",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-23T15:56:39Z",
    "title_canon_sha256": "9e20c75db5b261c37aa78c07b9019ecd8ecdf14ad01756332bc70c716a780f57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15054",
    "kind": "arxiv",
    "version": 1
  }
}