Pith Number

pith:A3E2TJLX

pith:2026:A3E2TJLXXHQGPNC2IIQWUXMG5Y

not attested not anchored not stored refs pending

Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation

Jiachen Xu, Jian Qian

arxiv:2603.02043 v2 · 2026-03-02 · 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{A3E2TJLXXHQGPNC2IIQWUXMG5Y}

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	2026-06-30T01:16:28.685596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06c9a9a577b9e067b45a42216a5d86ee0b1b95475748d3faab03997d8c99e981

Aliases

arxiv: 2603.02043 · arxiv_version: 2603.02043v2 · doi: 10.48550/arxiv.2603.02043 · pith_short_12: A3E2TJLXXHQG · pith_short_16: A3E2TJLXXHQGPNC2 · pith_short_8: A3E2TJLX

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/A3E2TJLXXHQGPNC2IIQWUXMG5Y \
  | 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: 06c9a9a577b9e067b45a42216a5d86ee0b1b95475748d3faab03997d8c99e981

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37e6d2dc105e0954751cfdadd989e33e411db7c2840b8718853ace8228f29ec6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-02T16:27:44Z",
    "title_canon_sha256": "9a89114b8acf69e14ad10a0f26d67efc3e9afa88407d3750aa4d46d7ece6f6a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.02043",
    "kind": "arxiv",
    "version": 2
  }
}