Pith Number

pith:AJATZ2LI

pith:2020:AJATZ2LI7AUE3Z64CCVZ3Z4RFL

not attested not anchored not stored refs pending

Federated and continual learning for classification tasks in a society of devices

Carlos V. Regueiro, Dylan Lema, Fernando E. Casado, Roberto Iglesias, Sen\'en Barro

arxiv:2006.07129 v2 · 2020-06-12 · 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{AJATZ2LI7AUE3Z64CCVZ3Z4RFL}

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

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey

Receipt and verification

First computed	2026-07-05T02:06:09.370658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02413ce968f8284de7dc10ab9de7912ac97ea0630f651dad576cc8dbc7019587

Aliases

arxiv: 2006.07129 · arxiv_version: 2006.07129v2 · doi: 10.48550/arxiv.2006.07129 · pith_short_12: AJATZ2LI7AUE · pith_short_16: AJATZ2LI7AUE3Z64 · pith_short_8: AJATZ2LI

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/AJATZ2LI7AUE3Z64CCVZ3Z4RFL \
  | 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: 02413ce968f8284de7dc10ab9de7912ac97ea0630f651dad576cc8dbc7019587

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "512b2b379f26bd92ec36b06662cd1977dd358090932a72a9886ea4cecc14f2e2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T12:37:03Z",
    "title_canon_sha256": "b1c77793044d7f8fc9613796f48f4753996a6e3e62f5d69467577a0662db3206"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07129",
    "kind": "arxiv",
    "version": 2
  }
}