Pith Number

pith:I6B2DG62

pith:2024:I6B2DG6246R7DD3LCMZIYLPFVA

not attested not anchored not stored refs pending

Hyperparameter Importance Analysis for Multi-Objective AutoML

Daphne Theodorakopoulos, Frederic Stahl, Marius Lindauer

arxiv:2405.07640 v3 · 2024-05-13 · cs.LG · 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{I6B2DG6246R7DD3LCMZIYLPFVA}

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	2026-07-05T09:55:56.894236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4783a19bdae7a3f18f6b13328c2de5a80576707ea41564618bb1a1c830315904

Aliases

arxiv: 2405.07640 · arxiv_version: 2405.07640v3 · doi: 10.48550/arxiv.2405.07640 · pith_short_12: I6B2DG6246R7 · pith_short_16: I6B2DG6246R7DD3L · pith_short_8: I6B2DG62

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/I6B2DG6246R7DD3LCMZIYLPFVA \
  | 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: 4783a19bdae7a3f18f6b13328c2de5a80576707ea41564618bb1a1c830315904

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "088229c7e37c0cd87c9db127d5c7977fba234c4c0d0cabb33349ff771fb13f70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-13T11:00:25Z",
    "title_canon_sha256": "312d542a75d1ec38125ba8081e76d4c8c588fc1ed6869f113803b5a8a17c8f4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07640",
    "kind": "arxiv",
    "version": 3
  }
}