Pith Number

pith:BKIIIZOZ

pith:2020:BKIIIZOZSFKWDOXNMCYXQLPUBU

not attested not anchored not stored refs pending

Learning Parameter Distributions to Detect Concept Drift in Data Streams

Gjergji Kasneci, Johannes Haug

arxiv:2010.09388 v1 · 2020-10-19 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BKIIIZOZSFKWDOXNMCYXQLPUBU}

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	2026-07-05T04:09:55.023651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a908465d9915561baed60b1782df40d34dc8f511c04386de4bf828e6d30b500

Aliases

arxiv: 2010.09388 · arxiv_version: 2010.09388v1 · doi: 10.48550/arxiv.2010.09388 · pith_short_12: BKIIIZOZSFKW · pith_short_16: BKIIIZOZSFKWDOXN · pith_short_8: BKIIIZOZ

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/BKIIIZOZSFKWDOXNMCYXQLPUBU \
  | 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: 0a908465d9915561baed60b1782df40d34dc8f511c04386de4bf828e6d30b500

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea1d04163682f1053e23b717da5b7ababcc10fd124ad1580b4dcd577b61c8ba4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-19T11:19:16Z",
    "title_canon_sha256": "c8733f4ec10007f1774efc260bc36721e5be42b4ed0a51e138d9f5e975461cd2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.09388",
    "kind": "arxiv",
    "version": 1
  }
}