pith. sign in
Pith Number

pith:FTZCYHBF

pith:2026:FTZCYHBFYVHWSH63IVVTSQPXE5
not attested not anchored not stored refs pending

TASER: Task-Aware Stein Regularisation for Geometry-Driven Robustness

Gesine Reinert, Micha{\l} Kozyra

arxiv:2605.30601 v1 · 2026-05-28 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FTZCYHBFYVHWSH63IVVTSQPXE5}

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 2026-06-01T01:03:03.333327Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2cf22c1c25c54f691fdb456b3941f72763c1801ebf8e8e29bfc09148b647514b

Aliases

arxiv: 2605.30601 · arxiv_version: 2605.30601v1 · doi: 10.48550/arxiv.2605.30601 · pith_short_12: FTZCYHBFYVHW · pith_short_16: FTZCYHBFYVHWSH63 · pith_short_8: FTZCYHBF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FTZCYHBFYVHWSH63IVVTSQPXE5 \
  | 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: 2cf22c1c25c54f691fdb456b3941f72763c1801ebf8e8e29bfc09148b647514b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "62d5db606e3bec9f6bbe63668aae31ea6b88469c7bdaa41b36e8aa88164d36c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-28T21:49:04Z",
    "title_canon_sha256": "451c2cdb051a1c92e38d6b2090c52adcb2d0ea25aefbb9a6b7b89bf5b6b4cb03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30601",
    "kind": "arxiv",
    "version": 1
  }
}