Pith Number

pith:UL7DPPXC

pith:2024:UL7DPPXC6I4L52A6YUXWRDRXJZ

not attested not anchored not stored refs pending

Adaptive Hyperparameter Optimization for Continual Learning Scenarios

Davide Bacciu, Julio Hurtado, Rudy Semola, Vincenzo Lomonaco

arxiv:2403.07015 v2 · 2024-03-09 · 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{UL7DPPXC6I4L52A6YUXWRDRXJZ}

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	2026-07-05T08:34:15.244058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2fe37bee2f238bee81ec52f688e374e53d6a2f494fa7656acf7c1292f479760

Aliases

arxiv: 2403.07015 · arxiv_version: 2403.07015v2 · doi: 10.48550/arxiv.2403.07015 · pith_short_12: UL7DPPXC6I4L · pith_short_16: UL7DPPXC6I4L52A6 · pith_short_8: UL7DPPXC

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/UL7DPPXC6I4L52A6YUXWRDRXJZ \
  | 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: a2fe37bee2f238bee81ec52f688e374e53d6a2f494fa7656acf7c1292f479760

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baca2b2b22c247e6d053ab9a0c3b574f0c3468e12f3825e6d2b792278bd56c40",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-09T16:47:42Z",
    "title_canon_sha256": "4131837a2f68cd4e914847defdafb9fa9b2128a7a534150458ef0c68116e1e75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.07015",
    "kind": "arxiv",
    "version": 2
  }
}