Pith Number

pith:QSL52EUU

pith:2022:QSL52EUUGZSTEMQTYSAFSWM72E

not attested not anchored not stored refs pending

Algorithmic Foundations of Empirical X-risk Minimization

Tianbao Yang

arxiv:2206.00439 v6 · 2022-06-01 · cs.LG · cs.AI · math.OC · 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{QSL52EUUGZSTEMQTYSAFSWM72E}

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

2 papers in Pith

Enhancing Deep Neural Network Reliability with Refinement and Calibration

AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge

Receipt and verification

First computed	2026-07-05T07:05:39.563152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8497dd12943665323213c48059599fd13c7a045788933559abe2725bcc325018

Aliases

arxiv: 2206.00439 · arxiv_version: 2206.00439v6 · doi: 10.48550/arxiv.2206.00439 · pith_short_12: QSL52EUUGZST · pith_short_16: QSL52EUUGZSTEMQT · pith_short_8: QSL52EUU

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/QSL52EUUGZSTEMQTYSAFSWM72E \
  | 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: 8497dd12943665323213c48059599fd13c7a045788933559abe2725bcc325018

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "293cc905bf337db6e4ceb43a8f942bab78480923e34e0550f8e71f9cf00076ab",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-01T12:22:56Z",
    "title_canon_sha256": "a8c4801d97c01f32ab000e2194ba4f579567fca90ae59ca9a045eb2f4069ba84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00439",
    "kind": "arxiv",
    "version": 6
  }
}