Pith Number

pith:BVOGQE6L

pith:2024:BVOGQE6LIOCALTDWVZO7B7YV6H

not attested not anchored not stored refs pending

A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning

Albert Bifet, Cedric Kulbach, Hoang-Anh Ngo, Lucas Cazzonelli, Minh-Huong Le-Nguyen

arxiv:2405.17222 v2 · 2024-05-27 · 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{BVOGQE6LIOCALTDWVZO7B7YV6H}

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.

Receipt and verification

First computed	2026-07-05T10:11:20.047536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d5c6813cb438405cc76ae5df0ff15f1f2e88e8f1127c4e90e6073bd33507db6

Aliases

arxiv: 2405.17222 · arxiv_version: 2405.17222v2 · doi: 10.48550/arxiv.2405.17222 · pith_short_12: BVOGQE6LIOCA · pith_short_16: BVOGQE6LIOCALTDW · pith_short_8: BVOGQE6L

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/BVOGQE6LIOCALTDWVZO7B7YV6H \
  | 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: 0d5c6813cb438405cc76ae5df0ff15f1f2e88e8f1127c4e90e6073bd33507db6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ad32f157a8a7ea490d583a0b74518c788cb3ac6e9b7265b451ef7cc78fd9f43",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T14:40:03Z",
    "title_canon_sha256": "7cbd8f85f4aa381330b1dd5374d5c4fd7cfa824f1754796910a447701ad9078a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17222",
    "kind": "arxiv",
    "version": 2
  }
}