Pith Number

pith:A2RHY26T

pith:2021:A2RHY26T4QTIDBCYMHLOC3OL6G

not attested not anchored not stored refs pending

A distillation-based approach integrating continual learning and federated learning for pervasive services

Anastasiia Usmanova (INPG), Fran\c{c}ois Portet (GETALP), German Vega (M-PSI), Philippe Lalanda (M-PSI)

arxiv:2109.04197 v1 · 2021-09-09 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A2RHY26T4QTIDBCYMHLOC3OL6G}

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

2 papers in Pith

FedSLoP: Memory-Efficient Federated Learning with Low-Rank Gradient Projection

Receipt and verification

First computed	2026-07-05T03:12:56.222557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06a27c6bd3e42681845861d6e16dcbf19104adef8f64208de13162b8e2f68d0f

Aliases

arxiv: 2109.04197 · arxiv_version: 2109.04197v1 · doi: 10.48550/arxiv.2109.04197 · pith_short_12: A2RHY26T4QTI · pith_short_16: A2RHY26T4QTIDBCY · pith_short_8: A2RHY26T

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/A2RHY26T4QTIDBCYMHLOC3OL6G \
  | 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: 06a27c6bd3e42681845861d6e16dcbf19104adef8f64208de13162b8e2f68d0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0e85886b6b05f9deec915cdd273e93766f46728e2d256a718aa502fc50e6587",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-09-09T12:09:53Z",
    "title_canon_sha256": "c8b397134dc32d3265ee0c034a12806d12e851dcbcca7da08bbc72e79b168f24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.04197",
    "kind": "arxiv",
    "version": 1
  }
}