Pith Number

pith:IXEWMFX4

pith:2025:IXEWMFX46CDPXJ45RT446IK4N2

not attested not anchored not stored refs pending

Improved Bounds for Private and Robust Alignment

Wenqian Weng, Xingyu Zhou, Yi He

arxiv:2512.23816 v2 · 2025-12-29 · 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{IXEWMFX46CDPXJ45RT446IK4N2}

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.

Cited by

1 paper in Pith

On the Optimal Sample Complexity of Offline Multi-Armed Bandits with KL Regularization

Receipt and verification

First computed	2026-06-26T01:15:48.179219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45c96616fcf086fba79d8cf9cf215c6e8a306ef48ab895bfb0a129e7d0dd8602

Aliases

arxiv: 2512.23816 · arxiv_version: 2512.23816v2 · doi: 10.48550/arxiv.2512.23816 · pith_short_12: IXEWMFX46CDP · pith_short_16: IXEWMFX46CDPXJ45 · pith_short_8: IXEWMFX4

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/IXEWMFX46CDPXJ45RT446IK4N2 \
  | 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: 45c96616fcf086fba79d8cf9cf215c6e8a306ef48ab895bfb0a129e7d0dd8602

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "babbb32e62b416a4dd8d625914c139f79d552e62e1cd0947e9016cbd1347686e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-29T19:20:35Z",
    "title_canon_sha256": "30185f3c716f46015b8d7234b067283debb027f735c55e3c639ffc93e58dcf1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.23816",
    "kind": "arxiv",
    "version": 2
  }
}